Podcasts about principal engineer

https://clearmeasure.com/developers/forums/ Tamir Dresher is a Principal Engineer at Microsoft Threat Protection, where he focuses on scaling AI agent systems and distributed architectures, bringing over 15 years of experience building large-scale distributed systems. He is the co-creator of Squad, an open-source multi-agent runtime for GitHub Copilot that orchestrates AI teams directly inside your repository. Tamir is the author of "Rx.NET in Action" (Manning) and "Hands-On Full-Stack Web Development with ASP.NET Core" (Packt), and has been a lecturer in Software Engineering at the Ruppin Academic Center since 2013. A prominent figure in the Israeli and international developer communities, he is a Microsoft MVP alumnus who speaks frequently at global conferences and writes actively on his blog at tamirdresher.com. Website / Blog - https://www.tamirdresher.com/  LinkedIn - https://www.linkedin.com/in/tamirdresher/ GitHub: https - //github.com/tamirdresher Twitter/X - @tamir_dresher Blog Post - https://www.tamirdresher.com/blog/2026/05/24/squad-watch-extensions-customer-success Github - https://github.com/bradygaster/squad Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

JDK 26 optimise la JVM dans ses moindres recoins, le SDK Java d'Agent2Agent passe en 1.0, Micronaut 5 est là. Côté terrain, un retour d'expérience après 40 jours à coder avec 100 % d'IA : génie ou junior, Alzheimer numérique et dette technique invisible. Pendant ce temps, GitLab restructure, Microsoft suspend ses licences Claude Code, et un développeur injecte un prompt destructeur dans sa lib JUnit. La révolution IA a un coût et les boites commencent à s'en rendre compte. Enregistré le 12 juin 2026 Téléchargement de l'épisode LesCastCodeurs-Episode-341.mp3 ou en vidéo sur YouTube. News Langages Les améliorations de performance dans le JDK 26 https://inside.java/2026/06/09/jdk-26-performance-improvements/ Côté bibliothèques, l'API LazyConstant (anciennement StableValue) fait son entrée en prévisualisation pour permettre une initialisation paresseuse, sécurisée pour les threads et optimisée par le mécanisme de constant-folding de la JVM. L'extraction de chaînes de caractères via MemorySegment::getString a été revue pour réduire considérablement les allocations intermédiaires et les copies en mémoire off-heap, accélérant fortement les traitements sur les chemins critiques (hot paths). La méthode générée automatiquement hashCode() pour les classes de type record a été optimisée par la JVM pour atteindre un niveau de performance équivalent à une implémentation écrite manuellement. Le ramasse-miettes G1 bénéficie du JEP 522 qui redessine sa table de cartes (card-table) afin de réduire les coûts de synchronisation des barrières d'écriture, offrant un gain de débit de 5 % à 15 % sur les applications manipulant énormément de références d'objets. Grâce au JEP 516 (Project Leyden), le cache d'objets Ahead-of-Time (AOT) adopte un format de flux agnostique, ce qui lui permet d'être compatible avec n'importe quel Garbage Collector, y compris le ramasse-miettes à très faible latence ZGC. Le démarrage de la JVM s'accélère par défaut lorsqu'aucune taille de tas n'est configurée, car HotSpot n'applique plus de pourcentage initial (InitialRAMPercentage) mais démarre directement avec la taille minimale (MinHeapSize) pour éviter d'allouer des métadonnées inutiles. Les threads virtuels gagnent en robustesse en étant désormais capables de céder la main (yield) pendant les phases d'initialisation des classes, éliminant ainsi le risque de famine des threads porteurs (carrier threads). Le compilateur C2 JIT améliore son modèle de coût pour la vectorisation des boucles (SIMD) et se montre maintenant capable de compiler et d'optimiser des méthodes dotées de listes de paramètres extrêmement longues. Librairies Release candidate du A2A Java SDK supportant versions 0.3 et 1.0 en même temps https://medium.com/google-cloud/a2a-java-sdk-1-0-0-cr1-released-f0c651ec9139 Dernière étape avant la GA : Toutes les fonctionnalités prévues pour la version 1.0 sont finalisées. Migration simplifiée depuis la Beta1. Compatibilité v0.3 : Ajout d'une couche de compatibilité permettant aux agents v1.0 de communiquer avec les systèmes v0.3 (via JSON-RPC, gRPC ou REST). Support natif pour Android (nouvel AndroidHttpClient). Uniformisation des clients HTTP pour garantir une cohérence entre les versions. Nouveau parseur SSE (Server-Sent Events) conforme aux spécifications. Ça y est, le SDK Java de l'Agent 2 Agent Protocol est sorti en version 1.0 finale ! (avec compatibilité v0.3 et v1.0) https://medium.com/google-cloud/a2a-java-sdk-1-0-0-final-released-10c05b6aee34 Lancement officiel : Sortie de A2A Java SDK 1.0.0.Final, la première version stable (GA) du protocole Agent2Agent. Objectif du protocole : Standard ouvert (Linux Foundation) permettant aux agents IA de communiquer, déléguer des tâches et collaborer, indépendamment du langage ou du framework. Interopérabilité : Introduction de l'Integration Test Kit (ITK) pour valider la compatibilité entre les SDK (Java, Python, TypeScript, etc.). Transports supportés : Support complet et équivalent pour JSON-RPC, gRPC et HTTP+JSON/REST. Alignement total avec la spécification A2A 1.0.0. Passage aux Java records pour l'immutabilité et moins de code répétitif. Architecture interne basée sur un MainEventBus pour garantir la persistance et éviter les conditions de concurrence. Intégration d'OpenTelemetry pour le suivi et la surveillance. Support d'Android et compatibilité descendante avec la version 0.3. Installation : Gestion des dépendances via Maven BOM (org.a2aproject.sdk). Sortie de Micronaut 5.0 https://micronaut.io/2026/05/20/micronaut-framework-5-0-0-released/ Lancement majeur : Disponibilité générale de Micronaut 5, incluant une refonte de plus de 70 modules et la plateforme BOM. Baselines techniques : Support de Java 25, Groovy 5, Kotlin 2.3 et GraalVM 25.0.3. Optimisations internes : Amélioration significative des performances au démarrage et réduction de la surcharge à l'exécution via une refonte du conteneur IoC et du traitement à la compilation. Architecture HTTP : Support stable de HTTP/3, nouvelle API de formulaires (multipart) et annotations de nullabilité (JSpecify) pour une meilleure interopérabilité Kotlin/IDE. Configuration : Nouveau système d'importation de configuration (remplaçant le Bootstrap Configuration) et validateur de schéma JSON intégré. Fiabilité : Nouvelles API programmatiques pour les politiques de retry et circuit breaker. Sécurité & Outils : Mise à jour majeure des dépendances (Jackson 3, Ktor 3), rafraîchissement du Panneau de contrôle et diagnostics AOT améliorés. Écosystème : Mises à jour complètes pour les bases de données (Data, SQL, R2DBC, MongoDB, Redis), le cloud (AWS, Azure, GCP, OCI) et les tests (JUnit 6, Testcontainers 2.0). Évolutions notables : Intégration HTMX dans Micronaut Views, retrait du support RxJava 2 et migration de divers processeurs d'annotations vers des modules dédiés. Comment rajouter un agent IA dans une app Android, avec le tout nouveau framework ADK pour Kotlin https://glaforge.dev/posts/2026/05/21/wiring-adk-kotlin-agents-in-an-android-application/ Guillaume a participé au développement et au lancement du nouveau runtime ADK pour Kotlin et Android https://developers.googleblog.com/adk-kotlin-android-building-ai-agents/ Tutoriel sur comment intégrer un agent ADK dans une app Dépendances : Ajout du noyau ADK (google-adk-kotlin-core) et du processeur KSP dans build.gradle.kts. Sécurité API : Utilisation de local.properties pour stocker la clé API Gemini et l'exposer via BuildConfig afin d'éviter le hardcoding. Définition de l'agent : Création d'un objet LlmAgent configuré avec le modèle Gemini, des instructions spécifiques et des outils (ex: GoogleSearchTool). Utilisation de InMemoryRunner pour gérer automatiquement le contexte et l'historique de la session. Implémentation de runAsync avec StreamingMode.SSE pour un retour en temps réel dans l'interface. Threading : Exécution des requêtes réseau sur Dispatchers.IO et mise à jour de l'état de l'interface utilisateur sur Dispatchers.Main. Comment développer et hoster des agents IA sur la plateforme d'agents managés de DeepMind https://glaforge.dev/posts/2026/05/21/managed-agents-with-the-gemini-interactions-java-sdk/ L'équipe DeepMind de Google a lancé une plateforme d'agents managés sur son API Gemini Interactions https://blog.google/innovation-and-ai/technology/developers-tools/managed-agents-gemini-api/ Guillaume a implémenté un SDK Java pour utiliser cette API Gemini Interactions, qui donne entre autre accès à tous les modèles mais aussi à cette plateforme managée d'agents IA Agents managés : Permet d'exécuter des agents autonomes qui raisonnent, planifient et exécutent du code dans des environnements isolés (sandboxes), sans gestion d'infrastructure par le développeur. Environnement distant : Utilise des espaces de travail Linux éphémères dans le cloud via le paramètre remote, permettant l'accès réseau et la persistance des fichiers sur plusieurs appels. Agents prédéfinis : Accès immédiat à des agents spécialisés comme deep-research-pro (recherche multi-étapes) ou antigravity (tâches de codage généralistes). Agents personnalisés : Possibilité de configurer ses propres agents avec des instructions système dédiées, des outils spécifiques (exécution de code, recherche Google) et des règles réseau (egress) personnalisées. Architecture basée sur les étapes (Steps) : Utilise une structure de données typée (Step, Content) pour suivre le raisonnement de l'agent, ses appels de fonctions et ses résultats en temps réel. Outils et Schémas : Inclut des utilitaires pour générer des schémas JSON complexes via une interface fluide (DSL), par réflexion Java ou par parsing JSON. Streaming réactif : Support natif des événements en temps réel (SSE) pour suivre la progression de l'agent et recevoir les deltas de contenu au fur et à mesure de la génération. Flexibilité : Fournit un gestionnaire de routage (InteractionsHandler) pour créer facilement des serveurs proxy ou des backends intermédiaires traitant les interactions Gemini. Spring Boot 4.1 https://github.com/spring-projects/spring-boot/wiki/Spring-Boot-4.1-Release-Notes Support natif pour Spring gRPC permettant de créer et tester facilement des applications clientes et serveurs basées sur Netty ou des Servlets via HTTP/2 Introduction du lazy fetching pour les connexions JDBC via la propriété spring.datasource.connection-fetch=lazy afin de ne prendre une connexion du pool que lorsqu'un Statement est réellement exécuté Amélioration de l'auto-configuration de Jackson permettant de définir globalement les contraintes de lecture/écriture pour les formats JSON, XML et CBOR via des propriétés de configuration Sécurisation des clients HTTP bloquants et réactifs face aux attaques SSRF grâce à l'introduction d'un InetAddressFilter bloquant les requêtes sortantes vers des adresses spécifiques Améliorations majeures autour d'OpenTelemetry avec le support complet des variables d'environnement OTel, la possibilité de désactiver le SDK via une propriété globale et l'ajout du support SSL sur les exporters OTLP Ajout de l'auto-configuration pour l'utilisation de Spring Batch avec MongoDB incluant un nouveau starter dédié spring-boot-batch-data-mongo Auto-configuration des endpoints @RedisListener sans nécessiter la déclaration manuelle d'un RedisMessageListenerContainer Dépréciation du support de Apache Derby (projet arrêté), suppression définitive du mode layertools du JAR et réintroduction du support de Spock 2.4 (avec Groovy 5) Upgrade des dépendances majeures de l'écosystème avec notamment Spring Framework 7.0.8, Spring Security 7.1.0 et Micrometer 1.17.0 Outillage Vous êtes plutôt endive ou chicorée ? La librairie Chicory qui permet d'exécuter du code WASM à partir de son application Java est forkée et rejointe la Bytecode Alliance pour continuer son développement https://bytecodealliance.org/articles/endive-and-the-next-chapter-of-webassembly-on-the-jvm Annonce d'Endive : Nouveau projet hébergé par la Bytecode Alliance ; fork de Chicory (moteur WebAssembly pur Java, sans dépendance native). ​Objectif principal : Permettre aux développeurs Java d'intégrer, charger et déployer des modules Wasm nativement via les workflows Java habituels. ​Compilateur "Redline" : Intégration à venir de Redline (basé sur Cranelift) pour compiler le Wasm en code machine natif ; performances comparables à Rust/Wasmtime. ​Zéro dépendance (Java 25+) : Grâce à l'API standard Foreign Function & Memory (Project Panama), l'exécution à vitesse native se fait sans composants externes. ​Modèle de Composants (Component Model) : Support futur prévu pour consommer des composants (Rust, Go, JS, etc.) via des interfaces typées et sécurisées directement dans la JVM. ​Prochaines étapes : Fusion de Redline, conformité stricte aux specs Wasm (dont WasmGC) et amélioration du support WASI. Un visualisateur de sessions de travail avec Antigravity https://glaforge.dev/posts/2026/06/11/antigravity-brain-visualizer/ Un projet open source construit avec Micronaut, LangChain4j et GraalVM pour analyser les sessions de travail avec l'outil de développement agentique Antigravity (de Google) Analyse toutes les étapes, les requêtes utilisateur, les outils utilisés, les erreurs rencontrées, les réponses du modèle Gemini fait une analyse pour comprendre les moments clés de cette session de travail Outil buildé avec l'aide d'Antigravity lui-même SBX-Kits : des environnements de développement simplifiés pour les débutants (et les autres) https://k33g.org/20260501-sbx-kits.html Philippe Charrière (:whale: ) présente SBX-Kits (Sandbox Kits), une initiative personnelle visant à simplifier radicalement la mise en place d'environnements de développement pour les débutants, en éliminant la complexité d'installation des outils traditionnels. Chaque "kit" est une archive prête à l'emploi contenant un outil de développement spécifique (comme un langage, un framework ou une base de données) configuré pour s'exécuter de manière isolée et portable. La philosophie du projet repose sur le principe de "zéro configuration" et "zéro dépendance globale", permettant de tester une technologie ou de commencer à coder immédiatement sans polluer son système d'exploitation. L'approche technique s'appuie sur des scripts légers et des binaires portables pré-packagés, offrant une alternative plus simple et moins gourmande en ressources que les conteneurs Docker ou les configurations d'IDE complexes pour l'apprentissage. L'objectif à terme est de proposer un catalogue de kits couvrant les technologies courantes (JavaScript, Python, petites bases de données) pour faciliter les ateliers de programmation et le prototypage rapide. De nombreux kits sont disponibles sur https://github.com/docker/sbx-kits-contrib ghui: une interface utilisateur en ligne de commande (TUI) interactive pour GitHub https://github.com/kitlangton/ghui ghui est un outil en ligne de commande (TUI) écrit en Rust qui fournit une interface visuelle, interactive et rapide directement dans le terminal pour interagir avec GitHub. Il permet de gérer ses pull requests, ses issues et ses notifications sans avoir à ouvrir son navigateur web ou à taper de longues commandes avec la CLI officielle de GitHub. L'outil propose une navigation fluide au clavier, des raccourcis efficaces, et permet de réaliser des actions courantes comme valider une PR, ajouter des commentaires, attribuer des reviewers ou inspecter les logs des GitHub Actions. Conçu pour être extrêmement réactif, ghui s'intègre naturellement dans le flux de travail des développeurs adeptes du terminal et du mode "sans souris". Sortie de Homebrew 6.0.0 https://brew.sh/2026/06/11/homebrew-6.0.0/ Introduction du mécanisme de sécurité Tap Trust : comme les dépôts tiers (taps) peuvent exécuter du code Ruby arbitraire non sandboxé sur la machine, Homebrew demande désormais une confiance explicite de l'utilisateur avant d'évaluer ou d'exécuter leur code. L'API JSON interne devient le choix par défaut, offrant un système plus léger et beaucoup plus rapide pour les développeurs. Sécurisation renforcée de l'environnement avec l'implémentation du sandboxing sur Linux. Évolution des comportements par défaut basés sur un sondage utilisateur : le mode "ask" est activé par défaut pour les développeurs, affichant un résumé des dépendances et une demande de confirmation avant toute action de brew install ou brew upgrade. Améliorations notables des performances globales, notamment un boost de ~30 % sur la vitesse de la commande brew leaves et la parallélisation de la récupération des bottles (binaires) lors des mises à jour. Ajout du support initial pour la prochaine version d'Apple, macOS 27 (Golden Gate). Multiples optimisations pour brew bundle, incluant une gestion plus sécurisée des installations de paquets npm. Méthodologies Retour d'expérience très détaillé et 100% humain sur 40 jours avec une équipe 100% AI hormis le superviseur https://www.linkedin.com/pulse/jai-vir%C3%A9-mon-%C3%A9quipe-de-dev-pour-une-100-ia-pendant-40-luc-bonnin-jlgjf/ Voici le résumé en bullet points : Expérimentation de 40 jours : remplacer une équipe de dev par 100% IA agentique (Cursor) sur un vrai projet en production (playthatsheet.com, 200k lignes de code legacy) Chiffres bruts : 2,3 milliards de tokens consommés, 1 477 prompts, 260 564 lignes ajoutées (+145%), 59% du code final produit par l'IA ROI vertigineux à court terme : 9 mois de travail humain livrés en 40 jours, coût total 260$ d'abonnement + 15 jours de supervision, ROI x18 Profil psy de l'IA : Alzheimer (oublis de contexte), schizophrène (change de méthodo), ado de 12 ans (refait les mêmes erreurs), oscille entre génie et junior sans prévenir Effet iceberg : la dette technique ne disparaît pas, elle se camoufle et s'accélère ; hallucinations = bombes à retardement détectables uniquement par relecture humaine ligne par ligne Paradoxe du bateau de Thésée : perte de paternité et de maîtrise fine du code, baisse de l'autonomie du dev humain qui valide sans avoir construit Arnaque du "monkey money" : consommation de tokens opaque, non corrélée à la complexité (écart de 350% sur des prompts identiques), facturation imprévisible donc impossible à budgéter Syndrome du bazooka : les devs utilisent l'IA même pour changer une couleur CSS, atrophie progressive des compétences et coût écologique délirant Risque stratégique : dépendance irréversible aux vendeurs de tokens (Nvidia, Anthropic, OpenAI), business non rentable qui devra augmenter ses prix Conseil final : approche Pareto, garder 20% du temps en code "fait main", nommer un responsable stratégie IA, l'humain senior reste irremplaçable pour superviser Une libraries de test JUnit cache un prompt qui demande aux coding agents d'effacer les tests https://arstechnica.com/security/2026/05/fed-up-with-vibe-coders-dev-sneaks-data-nuking-prompt-injection-into-their-code/ Agacé par les « vibe coders », un développeur introduit une injection de prompt destructrice dans son code Le développeur de jqwik (un moteur de tests pour JUnit 5) a volontairement inséré une injection de prompt dans la version 1.10.0 de sa bibliothèque Java pour saboter le travail des agents d'IA. L'instruction injectée via la sortie standard (stdout) ordonne textuellement aux LLM d'ignorer les consignes précédentes et de supprimer l'intégralité du code et des tests jqwik du projet. Pour dissimuler cette action aux yeux des développeurs humains, le mainteneur a utilisé des séquences d'échappement ANSI qui effacent la ligne d'injection dans les émulateurs de terminaux interactifs. La modification a été découverte par un utilisateur qui a pointé du doigt les risques majeurs et disproportionnés pour les machines des utilisateurs, bien que certains outils comme Claude d'Anthropic aient détecté et bloqué la consigne malveillante. Face aux critiques de la communauté et aux accusations de comportement infantile ou potentiellement illégal, le développeur a mis à jour ses notes de version pour documenter explicitement son opposition à l'usage de son outil par des IA, avant de refuser tout commentaire supplémentaire sur conseil de son avocat. La réalité du rôle de Principal Engineer https://leaddev.com/career-development/reality-being-principal-engineer Le passage au rôle de Principal Engineer marque une transition majeure où les compétences techniques ne suffisent plus, l'impact se mesurant désormais à travers l'influence, la stratégie et la capacité à aligner la technique avec les objectifs business. Contrairement aux attentes, le quotidien est souvent marqué par une forme d'isolement, car le poste se situe à l'intersection de la direction (qui attend des solutions) et des équipes techniques (qui attendent des directives), sans appartenance directe à un groupe précis. Le rôle exige d'accepter une grande part d'ambiguïté et l'absence de retours immédiats, les projets et les décisions stratégiques mettant parfois des mois ou des années à porter leurs fruits. La gestion du temps devient un défi critique, nécessitant de savoir naviguer entre les sollicitations constantes, la présence en réunion et le besoin de préserver des moments de réflexion approfondie pour concevoir des visions à long terme. La réussite à ce niveau repose sur le développement de compétences humaines pointues (soft skills), notamment la négociation, la communication vulgarisée auprès des profils non techniques, et la capacité à faire grandir les autres ingénieurs par le mentorat. Sécurité Une attaque de la chaîne d'approvisionnement npm utilise binding.gyp pour compromettre des dizaines de paquets https://cybersecuritynews.com/binding-gyp-supply-chain-attack-compromises-dozens-of-npm-packages/ Une nouvelle variante du ver auto-propageable "Shai-Hulud", baptisée "Miasma", cible l'écosystème npm (et PyPI sous le nom de "Hades") en dissimulant son exécution dans le fichier binding.gyp au lieu des scripts classiques preinstall ou postinstall. La technique, surnommée "Phantom Gyp", exploite le fait que npm lance automatiquement node-gyp rebuild dès qu'un fichier binding.gyp est présent à la racine d'un paquet pour compiler des modules natifs C/C++, exécutant ainsi le code malveillant dès la commande npm install. L'attaque contourne la plupart des outils de sécurité traditionnels car l'injection s'appuie sur l'évaluation récursive de commandes (via la syntaxe ) ou directement sur la fonction eval() de Python sous-jacente à GYP, cachée sous n'importe quelle clé du fichier. Le script malveillant télécharge un runtime alternatif (Bun) pour échapper aux détections comportementales de Node.js, puis moissonne les identifiants et secrets des développeurs et des environnements CI/CD (npm, GitHub, AWS, GCP, Azure, Kubernetes, HashiCorp Vault). Plus de 57 paquets npm (dont le SDK serveur de Vapi ou des outils liés à l'IA) et des dizaines de paquets PyPI ont été infectés via des comptes de mainteneurs compromis, le ver republiant automatiquement de nouvelles versions vérolées en utilisant les jetons volés. Loi, société et organisation Restructuration chez Gitlab https://about.gitlab.com/blog/gitlab-act-2/ GitLab entame une restructuration majeure pour s'adapter à l'ère de l'intelligence artificielle agentique, incluant une réduction d'effectifs planifiée de manière transparente et ouverte. L'entreprise prévoit de réduire de 30 % le nombre de pays où elle maintient de petites équipes, d'aplatir sa hiérarchie en supprimant jusqu'à trois niveaux de gestion, et de réorganiser la R&D en une soixantaine d'équipes plus petites et autonomes. Les processus internes vont être revus en intégrant des agents d'IA pour automatiser les revues, les approbations et les passages de relais afin d'accélérer le rythme de travail. La stratégie repose sur la conviction que le logiciel sera bientôt écrit par des machines et dirigé par des humains, ce qui va multiplier la demande de logiciels et transformer le rôle des ingénieurs vers la résolution de problèmes complexes. Sur le plan technique, GitLab reconstruit son infrastructure sous-jacente (notamment Git) pour supporter la charge massive générée par les agents d'IA, tout en misant sur l'orchestration du cycle de vie, la centralisation du contexte des données et une gouvernance intégrée. Le modèle économique évolue vers un système hybride combinant les abonnements classiques et une tarification à la consommation pour le travail effectué par les agents d'IA. Un LLM local sur un mac pourrait coûter plus cher en électricité qu'un modèle hébergé sur OpenRouter dans le cloud https://www.williamangel.net/blog/2026/05/17/offline-llm-energy-use.html Conclusion : L'inférence locale sur Mac M5 Max est 3x plus chère et 2x plus lente que le cloud (OpenRouter). Électricité : Négligeable (~0,02 $/heure pour 50-100W). Matériel (Le vrai coût) : Achat du Mac à 4 299 $; l'amortissement sur 3 à 5 ans plombe la rentabilité horaire. Coût au million de tokens (Gemma 4 31b) : Mac M5 Max : 0,40 à4, 79 (pour 10-40 tokens/s). OpenRouter : 0,38 à0, 50 (pour 60-70 tokens/s). Verdict pro : Le temps humain perdu à cause de la lenteur locale coûte infiniment plus cher que les tokens cloud. Privilégier les API (Anthropic, OpenRouter). Ai didn't kill your junior pipeline https://andrewmurphy.io/blog/ai-didnt-kill-your-junior-pipeline-you-did L'IA n'a pas tué le recrutement des juniors, les entreprises l'ont fait elles-mêmes, par effet de mode. Sans juniors, pas de futurs seniors : on retire l'échelle qui nous a tous fait monter. Tout le monde pêche dans le même bassin de seniors sans le réapprovisionner, pénurie garantie dans 3-5 ans. Une équipe 100% senior + IA est fragile : un départ et tout le savoir tacite s'évapore. Les juniors posent les "pourquoi ?" qui révèlent les bugs et processus absurdes ; l'IA, elle, exécute sans questionner. Les seniors s'atrophient aussi en déléguant leur réflexion à l'IA, pince à double effet sur les compétences. Dépendre des outils IA, c'est sous-traiter sa stratégie talents à des fournisseurs dont les prix vont tripler. Solution : redéfinir le rôle junior (revue de code IA + mentorat), pas le supprimer. Les rapports internes de Microsoft révèlent la crise des coûts de l'IA : les agents coûtent plus cher que les employés humains https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents/ Des données et rapports internes chez Microsoft et d'autres géants de la tech ébranlent la promesse de rentabilité de l'IA, révélant que le déploiement d'agents autonomes à l'échelle de l'entreprise revient souvent plus cher que de payer des humains pour le même travail. Le modèle de tarification à l'usage (basé sur les tokens) se heurte à la nature même des architectures agentiques : contrairement à un simple chatbot, un agent boucle, enchaîne les appels d'outils, crée des sous-agents et auto-évalue son code, ce qui multiplie la consommation de tokens par un facteur de 5 à 30, voire jusqu'à 1 000 fois pour des tâches de programmation complexes. L'impact financier sur les budgets de calcul cloud est immédiat ; par exemple, Uber a entièrement épuisé l'intégralité de son budget annuel 2026 dédié au codage par IA en l'espace de seulement quatre mois. Face à cette explosion des coûts, des retours en arrière drastiques sont observés : Microsoft a ainsi commencé à suspendre une grande partie de ses licences internes Claude Code pour rediriger d'urgence ses milliers de développeurs vers sa propre solution moins onéreuse, GitHub Copilot CLI. Les directeurs techniques (CTO) et acheteurs de solutions logicielles qui ont signé des contrats pluriannuels basés sur des projections de réduction de masse salariale se retrouvent pris au piège, les gains réels de productivité ne parvenant pas à compenser les factures d'infrastructure exorbitantes. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 12 juin 2026 : Tech F'Est 2026 - Nancy (France) 15 juin 2026 : Jupyter Workshops: Demystifying MyST Markdown in Education - Orsay (France) 16 juin 2026 : Mobilis In Mobile 2026 - Nantes (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 17-20 juin 2026 : VivaTech - Paris (France) 18 juin 2026 : Tech'Work - Lyon (France) 22-26 juin 2026 : Galaxy Community Conference - Clermont-Ferrand (France) 23-24 juin 2026 : MWCP 2026 - Paris (France) 24-25 juin 2026 : Agi'Lille 2026 - Lille (France) 24-26 juin 2026 : BreizhCamp 2026 - Rennes (France) 26-27 juin 2026 : LeHACK - Paris (France) 27 juin 2026 : Asynconf - Paris (France) 2 juillet 2026 : Azur Tech Summer 2026 - Valbonne (France) 2 juillet 2026 : MCP Connect Travel Edition - Paris (France) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 3 juillet 2026 : Agile Lyon 2026 - Lyon (France) 6-8 juillet 2026 : Riviera Dev - Sophia Antipolis (France) 28-30 août 2026 : State of the Map - Champs-sur-Marne (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 10-11 septembre 2026 : Nantes Craft - Nantes (France) 17 septembre 2026 : dotAI - Paris (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 18 septembre 2026 : WordCamp Bretagne - Rennes (France) 18 septembre 2026 : dotJS - Paris (France) 18 septembre 2026 : WordCamp Bretagne - Rennes (France) 22 septembre 2026 : Salon Data 2026 - Nantes (France) 22-23 septembre 2026 : Agile en Seine & IA 2026 - Paris (France) 24 septembre 2026 : OWASP AppSec Days France 2026 - Paris (France) 24 septembre 2026 : PlatformCon Paris - Paris (France) 24 septembre 2026 : React Native Connection 2026 - Paris (France) 24-26 septembre 2026 : Paris Web 2026 - Paris (France) 25 septembre 2026 : SAP Inside Track Paris 2026 - Paris (France) 28-29 septembre 2026 : 4th Tech Summit on AI & Robotics - Paris (France) & Online 1 octobre 2026 : WAX 2026 - Marseille (France) 1-2 octobre 2026 : Volcamp - Clermont-Ferrand (France) 2 octobre 2026 : DevFest Perros-Guirec 2026 - Perros-Guirec (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) 8-9 octobre 2026 : Forum PHP 2026 - Marne-la-Vallée (France) 12 octobre 2026 : Dev With AI - Paris (France) 22-23 octobre 2026 : Agile Tour Bordeaux 2026 - Bordeaux (France) 26 octobre 2026 : Agile Tour Montpellier - Montpellier (France) 27-29 octobre 2026 : Directions EMEA 2026 - Paris (France) 29-30 octobre 2026 : BDX I/O 2026 - Bordeaux (France) 29-30 octobre 2026 : Agile Tour Nantais 2026 - Nantes (France) 29 octobre 2026-1 novembre 2026 : Pycon FR - Biarritz (France) 30 octobre 2026 : Cloud Nord 2026 - Lille (France) 4-5 novembre 2026 : Devoxx Morocco - Casablanca (Morocco) 14-15 novembre 2026 : Capitole du Libre - Toulouse (France) 19 novembre 2026 : DevFest Toulouse 2026 - Toulouse (France) 19 novembre 2026 : Agile Laval 2026 - Laval (France) 19 novembre 2026 : OVHcloud Summit - Paris (France) 19 novembre 2026 : Codeurs en Seine - Rouen (France) 27 novembre 2026 : DevFest Paris 2026 - Paris (France) 1-3 décembre 2026 : Apidays Paris - Paris (France) 2-3 décembre 2026 : Cloud Native AI Summit Europe - Paris (France) 4 décembre 2026 : DevFest Lyon 2026 - Lyon (France) 4 décembre 2026 : DevFest Dijon 2026 - Dijon (France) 9-10 décembre 2026 : OpenSource Expérience - Paris (France) 9-10 décembre 2026 : DevOps REX - Paris (France) 10 décembre 2026 : KCD Provence - Aix-en-Provence (France) 7-9 avril 2027 : Devoxx France 2027 - Paris (France) 3 juin 2027 : Cloud Native Days France 2027 - Paris (France) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

In our latest episode, Sarah Travers is joined by Garth Cairns, CEO & Principal Engineer of Slurry Kat.

Hey yall, Alex here (with a scheduled post) I'm taking this week off to get married and celebrate life with family, and touch some grass, but wanted to share the awesome chats I had with some great folks at AI Engineer Europe last week. BTW - Yam and Ryan took over the live show today, if you didn't happen to catch that, please check out the live on our youtube channel! Ok, now to the actual content. The best thing about the AI Engineer conferences for me is the people I meet. I often have a chance to bring them to the live show (in fact, the live show we recorded there had the most guests yet on an episode! 4 guests including Swyx, Omar Sanseviero, VB from OpenAI and Peter Gostev) But often times I also have an offline chat. I find these conversation to be less about the weeks news, and more about the state of AI Engineering, and the guests themselves. Not quite Lex Friedman pod level, but a different vibe from our live shows. Sunil Pai - Cloudflare (@threepointone)The first conversation in today's pod is with Sunil Pai, Principle Engineer at Cloudflare. Long time followers of ThursdAI know that I love Cloudflare, they gave me my first big break when I was building Targum (which still runs on Workers), so I had a great time chatting with Sunil! This guy has had several lives. React.js core team at Meta (he self-deprecates — "I'm the one nobody talks about, there's a testing API I shipped that pisses people off"). Then did developer tooling and the CLI at Cloudflare the first time. Left to found PartyKit — open-source deployment platform for real-time multiplayer apps and AI agents, built on Cloudflare Durable Objects. Backed by Sequoia. Acquired by Cloudflare in 2024, and he came back as a Principal Systems Engineer (per his bio: "Worked at Cloudflare once, left and created PartyKit, came back wiser"). Also plays guitar (Les Pauls — it's all over his blog). Co-hosts a live show called Dry Run on Cloudflare TV with Craig Dennis.Our conversation was a very fun one, ranging from Cloudflare agentic offerings, to how engineers should think about writing/reading code in 2026. I had a great time chatting with Sunil and I hope you enjoy getting to know him!Sally Ann O'Malley - RedhatThen I had the pleasure of chatting with Sally, who's a Principal Engineer at Redhat and contributor to OpenClaw. Sally has one of the more unusual paths in the speaker lineup. Started as a schoolteacher, did a stint at Trader Joe's, then moved to Westford, MA, discovered Red Hat's HQ across the street, and went back to school for a second bachelor's in software engineering at UMass Lowell. Joined Red Hat in 2015, has been there a decade. Worked across OpenShift teams, integrating Kubernetes and Podman into the platform. Recent projects span Image Based Operating Systems, Podman, OpenTelemetry, and Sigstore. Also an instructor at Boston University's Faculty of Computing and Data Sciences and an organizer for DevConf.US. Won the 2025 Paul Cormier Trailblazer Award at Red Hat. Currently a founding contributor on the llm-d project — distributed, scalable, high-performance AI inferencing built on K8s. Heavily involved in Red Hat's InstructLab collaboration with IBM (the small-model distillation system using IBM Granite + Llama).Sally and I had a great conversation, two high energy personalities met! We geeked out about our OpenClaw agents, securing your Clankers, how it is to maintain OpenClaw, and everything in between! She was so stressed about the recording, but dare I say, this was one of the more natural guests I had on the show! I hope you enjoyed this format, please let me know if the comments, and I'll see you next week! — Alex This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit sub.thursdai.news/subscribe

From Howard University to leading multimillion-dollar engineering initiatives across the globe, this conversation with Raquan Hall, CEO and Principal Engineer of Hall Group Design Engineering (HGD), is a powerful full-circle moment rooted in purpose, perseverance, and precision.  She has successfully carved her path in the architecture, engineering, and construction (AEC) industry—managing over $3 billion in assets and delivering more than 200 capital improvement projects. Her journey is a masterclass in defying expectations, embracing continuous growth, and recognizing that when needs evolve, so do the rules. Raquan unpacks how global experience shaped her leadership lens and why communication—clear, intentional, and value-driven—has been one of the most critical differentiators in her success. Beyond the technical expertise, we also learn about the nuances of working alongside a spouse, and the discipline required to stay aligned both professionally and personally. Raquan emphasizes that success isn't just about delivering results—it's about how you communicate your value, position both yourself and your organization, and stay rooted in your strengths.  Highlights: Why communication—not just competence—is a leadership advantage. “When there's a need, the rules don't matter”—adapting in evolving industries. Building HGD: lessons in entrepreneurship, positioning, and growth. Navigating business and marriage: respect, boundaries, and shared vision. Advice for aspiring leaders, "Everybody has their strengths. Focus on yours." Visit hgdengineering.com/ or contact Raquan and her team through email at info@hgdengineering.com    Timestamps: A Drive for Continuous Growth 3:19 Rules and Needs 9:59 How You Communicate Matters 13:37 Dynamics of Spouse Business Partnership 17:00

This week, Dave discusses the issue of Zoom calls freezing despite good Wi-Fi with Shafi Khan, Principal Engineer at Cable Labs. Khan explains that the problem arises from a lack of bi-directional communication between applications and networks. Shafi introduces the  Quality by Design framework based on intent-based APIs, which allows for real-time telemetry and end-to-end metrics. He explains the use of the open-source entity Kamara to provide APIs for developers and application builders.

A recent AARP study showed that eight in ten adults 50-plus report having used some form of AI. So how are older adults currently using AI and what new applications can they look forward to in the future? In this episode of Aging Rewired, we explore that question through two different conversations. First, we are joined in the studio by Fan Zhang, Principal Engineer, Accessibility Innovation at Meta. Fan and Sheila discuss how older adults can harness the power of AI through wearables, such as Meta's AI glasses, to make their daily lives more accessible. To learn more about Meta's AI glasses visit meta.com/ai-glasses.Then, you'll hear from two Senior Planet employees (Katherine Lam Bellacero, Curriculum Manager and Wanda Woods, Technology Trainer) about what they're hearing from older adults in the classroom, how Senior Planet develops AI curriculum, and what future improvements to aging they hope AI will bring. To explore Senior Planet's free AI resources, visit seniorplanet.org/ai.

Jon Gjengset is one of the most recognizable names in the Rust community, the author of Rust for Rustaceans, a prolific live-streamer, and a long-time contributor to the Rust ecosystem. Today he works as a Principal Engineer at Helsing, a European defense company that has made Rust a foundational part of its engineering stack. Helsing builds safety-critical software for real-world defense applications, where correctness, performance, and reliability are non-negotiable. In this episode, Jon talks about what it means to build mission-critical systems in Rust, why Helsing bet on Rust from the start, and what lessons from his years of Rust education have shaped the way he writes and thinks about production code.

As AVs continue to grow in popularity, one question remains top of mind: How do we know autonomous driving systems are genuinely safe?   The Automated Vehicle Safety Consortium (AVSC) is an industry collaboration group focused on improving the safe development and deployment of automated driving systems (ADS). By bringing together automakers, technology companies, suppliers, mobility providers, and government stakeholders, the AVSC develops voluntary best practices and technical guidance that fosters public trust and delivers consistent AV safety standards.   Listen in as we sit down with Darcyne Foldenauer, Executive Director, AVSC, and Erin McCurry, Principal Engineer, AVSC, to explore two new publications: Best Practice for ADS-DV Assessment of Safety Claims and the Information Report on ADS-DV Stopped Conditions. From the difference between minimal risk maneuvers and minimal risk conditions, to when it's actually safer for a vehicle to stay stopped in lane, this conversation sheds light on the complex decisions behind automated driving safety.   We'd love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don't forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.   Follow SAE on LinkedIn, Instagram, Facebook, X, and YouTube. Follow host Grayson Brulte on LinkedIn, X, and Instagram.

Just because you can build it doesn't mean you should. In this episode, Ahmed Bebars, Principal Engineer at The New York Times, joins Corey Quinn to talk about real-world cloud decisions, Kubernetes complexity, and the constant trade-off between building your own solutions and buying existing ones. From home labs to enterprise architecture, they unpack what actually works, and what engineers often get wrong.Show Highlights: (00:19) Intro(01:09) From Imposter Syndrome(06:34) Honest Community Feedback(09:29) EKS Versus ECS Debate(21:32) Home Lab Reality Check(22:40) Build vs Buy Long Game(28:04) Focus on Core Business(34:35) Uptime Tradeoffs and Standards(39:41) Networking and IPv6 Debate(41:28) Wrap Up and Where to FindLinks:Ahmed's LinkedIn: https://www.linkedin.com/in/ahmedbebarsSponsored by: duckbillhq.com

Send us Fan MailEnvironmental engineering is a broad field that includes air, water, and soil engineering.  Among those areas, air quality has broad impacts on the environment since it is not always localized.  For example, forest fires can affect the air quality for people and wildlife that are thousands of kilometers away.In this episode we sit down with Kevin McCullum to learn about his career as an environmental engineer.  Kevin has worked in both private industry and government sectors for 30 years, gaining a wealth of experience.  During his career he has worked on a number of engineering projects related to air, water, and soil, but he has a true passion for air quality projects.  Kevin is the Principal Engineer and Owner at KRM Environmental Consulting.  His firm provides a variety of engineering services for air, water, and soil quality monitoring, and they offer services in data analytics and environmental reporting.  In this conversation, Kevin shares his journey in engineering and talks about some of the projects he worked on.  He also offers advice to young people thinking about a career in engineering.

On this episode of This Week in Radio Tech, we dive into the practical side of regulatory readiness with Ched Keiler, who joins us to discuss the SBE Self-Inspection Guides. Developed by the Society of Broadcast Engineers in partnership with the NAB and industry experts, these guides are quickly becoming essential tools for ensuring FCC compliance across AM, FM, LPFM, and television facilities. Ched walks us through how to effectively use these guides, what a proper self-inspection process looks like, and how both engineers and station management can benefit from a structured approach to compliance. With strong early adoption and hundreds of downloads right out of the gate, these guides are already making an impact. Join us for a highly useful and timely conversation that can help your station stay inspection-ready. Show Notes:SBE Self-Inspection Guides for AM, FM, TV, and LPFM stations(Must be logged in as an SBE member for download) Guest:Ched Keiler - CPBE, 8-VSB, ATSC3, CBNE; Principal Engineer, E Three Services Host:Kirk Harnack, The Telos Alliance, Delta Radio, Star94.3, South Seas, & Akamai BroadcastingFollow TWiRT on Twitter and on Facebook - and see all the videos on YouTube.TWiRT is brought to you by:Broadcasters General Store, with outstanding service, saving, and support. Online at BGS.cc. Broadcast Bionics - making radio smarter with Bionic Studio, visual radio, and social media tools at Bionic.radio.Aiir, providing PlayoutONE radio automation, and other advanced solutions for audience engagement.Angry Audio and the new USB Phone Gizmo - Put VoIP callers on-the-air The new MaxxKonnect RMT416 Multi Tuner - 4 to 16 AM/FM/WB/HD web-connected tuners in 1 RU Subscribe to Audio:iTunesRSSStitcherTuneInSubscribe to Video:iTunesRSSYouTube

As more organizations move to use OpenTelemetry in production at scale, with multiple Collectors across heterogeneous environments, a new challenge arises:  how to remotely manage, configure, and update this agent fleet in a consistent and secure way?This is where Open Agent Management Protocol (OpAMP) comes into the picture: it provides a standardized protocol that lets a central backend automatically configure agents, push updates, monitor their health, and collect status information. In this episode Horovits hosts Andy Keller, OpAMP Maintainer and Principal Engineer at Bindplane, to discuss how OpAMP makes large-scale observability deployments much easier to operate and control. Andy shares the project status, including hot KubeCon update you don't want to miss.You can read the recap post: https://medium.com/p/737b6af8222b/Show Notes:00:00 - intro02:01 - why OpAMP mission statement04:29 - types of OpenTelemetry Collector fleet deployments06:49 - from configuration management to observability 10:23 - OpAMP for Kubernetes  15:58 - OpAMP protocol and components26:54 - OpAMP for remote management of OTel Java SDK and other agents 33:38 - server implementations for OpAMP36:33 - adopter vendors and end-users 39:14 - project maturity42:59 - protocol vs. product47:55 - OpAMP Gateway launch 51:10 - Scale of OTel Collector deployments54:56 - OpAMP roadmap59:12 - where to follow the project and Andy1:02:34 - outroResources:OpAMP specification: https://opentelemetry.io/docs/specs/opamp/ OpAMP for OpenTelemetry Collector: https://github.com/open-telemetry/opentelemetry-collector-contrib/blob/main/cmd/opampsupervisor/specification/README.md Nike talk at KubeCon on using OpAMP: https://www.youtube.com/watch?v=J68ThM9DqQ0 OpAMP Gateway Extension - launch blog: https://bindplane.com/blog/opamp-for-opentelemetry-managing-collector-fleets-and-introducing-the-new-opamp-gateway-extension Socials:Dotan Horovits============X (Twitter): @horovitsLinkedIn: www.linkedin.com/in/horovitsMastodon: @horovits@fosstodonBlueSky: @horovits.bsky.socialAndy Keller==========X (Twitter): @andykellrLinkedIn: https://www.linkedin.com/in/andrewjkeller/BlueSky: ⁠https://bsky.app/profile/openobservability.bsky.social⁠X (Twitter): ⁠⁠https://x.com/OpenObserv⁠⁠LinkedIn: ⁠https://www.linkedin.com/company/openobservability/⁠YouTube:⁠ ⁠https://www.youtube.com/@openobservabilitytalks⁠⁠OpenObservability Talks episodes are released monthly, on the last Thursday of each month and are available for listening on your favorite podcast app and on YouTube.

Dr. Tyler Susko is Founder and Chief Technology Officer of Cadense, Inc., a company that creates groundbreaking adaptive solutions. He is also a Teaching Professor and Undergraduate Vice Chair in the Department of Mechanical Engineering at the University of California, Santa Barbara. And he is Principal Engineer and Owner of Susko Engineering, LLC. Tyler is dedicated to creating useful things that solve real-world problems for people. He and his team have designed an innovative shoe where portions of the bottom surface alternate between providing high-friction grip to low-friction slide to help people move their foot forward when walking. As an entrepreneur and a father of three, Tyler keeps very busy. He and his family enjoy hanging out, rock climbing, skiing, and engaging in robotics club activities together. Tyler has learned to blend his work life with his family life, so his kids sometimes come with him to the office, and sometimes he brings his work home. Tyler received his bachelor's degree in Integrated Business and Engineering and his master's degree in mechanical engineering from Lehigh University. Afterwards, he worked as a design engineer for Ingersoll Rand for two years before returning to graduate school. He was awarded his PhD in mechanical engineering from MIT. After completing his PhD, Tyler joined the faculty at UC Santa Barbara and launched his engineering consulting company. He co-founded Cadense in 2021. Cadence has been recognized with an Innovation Award from the Pacific Coast Business Times, and it was named a finalist for Fast Company's 2025 Innovation by Design Award. In our interview, Tyler shares more about his life and his career.

Send a textThe world relies on electricity for practically everything we do, including in our work lives and personal lives.  Electrification has changed the world, and we need engineers to design and build electrical systems.In this episode we sit down with Trevor Chadwick to talk about his career.  Trevor has a background in Electronic Systems engineering and has worked in electrical consulting for fifteen years.  Trevor is the President and Principal Engineer at Wick Engineering.  His consulting firm works on a variety of electrical projects for commercial buildings, healthcare, industrial facilities, educational institutions, private homes and more!  In this conversation Trevor talks about his journey in engineering and his experience as an electrical engineering consultant.  He also offers advice to young people thinking about a career in engineering.

Adi Polak talks to Sage Pierce (Indeed) about his career in software engineering and event-driven architectures. Sage's first job: Java Swing development at a Department of Defense–affiliated research lab. His challenge: working at Indeed on event-driven views and IMI to join data across domains in a polyglot microservices world.Sage's Atleon project: https://github.com/atleon SEASON 2 Hosted by Tim Berglund, Adi Polak and Viktor Gamov Produced and Edited by Noelle Gallagher, Peter Furia and Nurie Mohamed Music by Coastal Kites Artwork by Phil Vo

Join Tremaine Grant, CEO of Pulse Intelligence Labs and Principal Engineer in Clinical Research, for a fascinating breakdown of the "Science of Strength." Using the global anime phenomenon Solo Leveling as a blueprint, Tremaine reveals how the show's leveling mechanics almost perfectly mirror the way the human body adapts to physical stress. In this episode, we move beyond the myth of "motivation" to explore the "system"—leveraging AI, wearable data, and clinical research to build an adaptive fitness framework that turns real human movement into intelligent growth.

Luis Suarez is a bilingual restoration educator and technical consultant with over a decade of field experience in water, fire, and mold damage. He is the founder of RestorRight Bilingual Academy, where he focuses on bridging technical knowledge, documentation practices, and field application for restoration professionals and property stakeholders. Luis is known for his work in educating both English and Spanish-speaking communities, promoting ethical restoration practices, and strengthening the connection between science, standards, and jobsite reality. His mission centers on elevating industry professionalism through education, critical thinking, and practical guidance grounded in field experience. Wynn White, P.E., is the Founder and Principal Engineer of Wynn L. White Consulting Engineers, established in 1987. A second-generation engineer with more than 30 years of experience, he has worked with school systems, hospitals, municipalities, utilities, government agencies, and industrial organizations nationwide to help them manage environmental, health, safety, and facility risks while controlling costs. Wynn developed the firm's master specifications for asbestos and mold remediation and serves as Principal Engineer on environmental and engineering projects involving indoor air quality, hazardous materials management, and building-related risk reduction. He is also an accredited training provider who has educated professionals across the country on practical, compliant approaches to environmental and safety challenges. He earned his engineering degree from Purdue University and is a Registered Professional Engineer in Arkansas, Louisiana, Mississippi, Tennessee, and Texas. Wynn is an active member of professional organizations, including the Louisiana Engineering Society, and is known for delivering practical solutions that prevent and resolve complex building issues.  Steven Richford founded Richfords back in 1977. He started cleaning carpets but soon identified a gap in the market for fire and water restoration and never looked back. Richfords Fire and Flood are probably the only independent fire and flood company in the UK working outside of any network and still doing 95% insurance restoration work. Steve is also co-founder of the British Damage Management Association. Ashley Easterby has over 40 years' experience in owner/operator small business in Australia and an extensive understanding of the need to build and maintain successful relationships and strategic alliances to ensure a successful business. In 2002 he was instrumental in the formation of a group of likeminded Water Damage Restoration companies into the leading independent restoration network in Australia. This network provides restoration services with national coverage for the needs of Corporate Clients & Insurance Companies via a transparent, local and cost effective service.

Neste episódio, Lourenço Taborda e Cami Bonilha recebem William Bruno, Principal Engineer do Grupo Boticário, para falar sobre como a empresa revolucionou suas aplicações ao adotar o MongoDB como base de dados estratégica.William compartilha os desafios da modernização, as decisões arquiteturais e como o MongoDB impulsionou a escalabilidade, a performance e a inovação nas operações da companhia.Um bate-papo direto e inspirador sobre tecnologia em larga escala.

Taylor Mullen, Principal Engineer at Google and creator of Gemini CLI, reveals how his team ships 100-150 features and bug fixes every week—using Gemini CLI to build itself. In this first in-depth interview about Gemini CLI's origin story, we explore why command-line AI agents are having a "terminal renaissance," how Taylor manages swarms of parallel AI agents, and the techniques (like the viral "Ralph Wiggum" method) that separate 10x engineers from 100x engineers. Whether you're a developer or AI-curious, you'll learn practical strategies for using AI coding tools more effectively.

Unlock the secrets of career longevity and technical mastery in this powerhouse episode of The Dev Life! Brooke & Matt are joined by Sander Elias, a Senior Principal Engineer and long-time GDE, to dissect the "Angular Renaissance" and what's coming in v21. Sander pulls back the curtain on the move from coding in the trenches to driving strategy across entire organizations, sharing the exact skills you need to bridge the gap between mid-level and Staff or Principal Engineer. Whether you're curious about the true impact of AI on problem-solving or looking for a roadmap to technical leadership, this conversation is packed with the veteran wisdom you need to architect your ultimate career!CONNECT WITH US:https://www.linkedin.com/in/sanderelias/https://www.linkedin.com/in/jedibravery/https://www.linkedin.com/in/matthewbchristiansen/Follow us on X:@DevLifePodcastThe DevLIfe Podcast  is a part of ng-conf. ng-conf is a multi-day Angular conference focused on delivering the highest quality training in the Angular JavaScript framework. Developers from across the globe converge  every year to attend talks and workshops by the Angular team and community experts.JoinAttendXBluesky        ReadWatchStock media provided by JUQBOXMUSIC/ Pond5

On episode 6 of High Leverage, Joe Ruscio sits down with Carl Lerche, Principal Engineer at AWS and creator of Tokio. Carl shares his journey from Ruby and Rails into Rust, and explains why memory safety, fearless concurrency, and async runtimes matter for modern infrastructure. The conversation dives deep into the origins of Tokio, lessons from building foundational open source software, and how Rust's guarantees are shaping the future of systems engineering.

In this episode, host Kelsey Markl welcomes Principal Engineer for Power Electronics Paul Sochor to the show, where they discuss the latest developments in simulation technology, including the new IPOSIM SPICE tool, and how it's accelerating the design process for power electronics engineers. Paul shares his expertise on how simulation is transforming the industry, enabling faster and more accurate design while reducing the need for physical prototypes. How will the increased use of simulation tools like IPOSIM SPICE change the face of power electronics design in the future?

Gretchen Stewart knows she doesn't know it all, always asks why, challenges oversimplified AI stories, champions multi-disciplinary teams and doubles down on data.   Gretchen and Kimberly discuss conflating GenAI with AI, data as the underpinning for all things AI, workflow engineering, AI as a team sport, organizational and data siloes, programming as a valued skill, agentic AI and workforce reductions, the complexity inherent in an interconnected world, data volume vs. quality, backsliding on governance, not knowing it all and diversity as a force multiplier.Gretchen Stewart is a Principal Engineer at Intel. She serves as the Chief Data Scientist for the public sector and is a member of the enterprise HPC and AI architecture team. A self-professed human to geek translator, Gretchen was recently nominated as a Top 100 Data and AI Leader by OnConferences. A transcript of this episode is here.   

NASA astronaut Mike Fincke hands command of Expedition 74 to Roscosmos cosmonaut Sergey Kud-Sverchkov ahead of Crew 11's departure from the International Space Station (ISS). US Space Systems Command (SSC) awards $739 million in launch contracts to SpaceX. SpaceX launched a Falcon 9 carrying NASA's Pandora planet observing satellite along with 39 payloads as part of the Twilight rideshare mission, and more. Remember to leave us a 5-star rating and review in your favorite podcast app. Be sure to follow T-Minus on LinkedIn and Instagram. T-Minus Guest Parker Wishik, Senior Communications Specialist at The Aerospace Corporation, is joined by Brandon Bailey, Principal Engineer for the Cybersecurity and Advanced Platforms Subdivision (CAPS) at The Aerospace Corporation. Selected Reading NASA, SpaceX Set Target Date for Crew-11's Return to Earth Change of Command of International Space Station to Occur - NASA Mike Finke LinkedIn Space Systems Command Awards Task Orders to Launch Missile Warning and Missile Tracking Space- Space Systems Command  Liftoff of NASA's Newest Planet-Observing Satellite SpaceX - Twilight Mission Spire Global Successfully Launches 9 Satellites on SpaceX's Twilight Mission HawkEye 360 Successfully Launches Cluster 13 and Establishes Initial Communications Indian rocket launch loses control after liftoff in fresh blow to ISRO- Reuters Eutelsat Procures a Further 340 OneWeb Low Earth Orbit Satellites From Airbus ispace Initiates New Entity in the Kingdom of Saudi Arabia to Advance Lunar Exploration Partnerships Mitsubishi Corporation Joins Starlab as Major Space Station Customer IEEE's Highest Honors: Meet the 2026 Pioneers Transforming Our World Through Technology NASA to roll out rocket for Artemis 2 moon mission on Jan. 17- Space Share your feedback. What do you think about T-Minus Space Daily? Please take a few minutes to share your thoughts with us by completing our brief listener survey. Thank you for helping us continue to improve our show.  Want to hear your company in the show? You too can reach the most influential leaders and operators in the industry. Here's our media kit. Contact us at space@n2k.com to request more info. Want to join us for an interview? Please send your pitch to space-editor@n2k.com and include your name, affiliation, and topic proposal. T-Minus is a production of N2K Networks, your source for strategic workforce intelligence. © N2K Networks, Inc. Learn more about your ad choices. Visit megaphone.fm/adchoices

Send us a textOn this episode of Embedded Insiders, Ken sits down with Felix Galindo, a Principal Engineer at Digi International, to discuss the impending upgrade crisis for industrial facilities and legacy connectivity in Industrial IoT.Watch this segment: https://www.youtube.com/watch?v=ambwtKT63s0The next segment is sponsored by Infineon Technologies, featuring Rich and Sivaram Trikutam, Senior Vice President of Wireless Products at Infineon Technologies. The two discuss everything you need to know about Wi-Fi, including Infineon's latest Wi-Fi transceiver, a 20-MHz tri-radio device for IoT applications.For more information, visit embeddedcomputing.com

In this episode, Cindy Esliger addresses the myth that managing people is the only way up the career ladder. We're often told that stepping up into management is the only way to advance in our workplace, but shoving people into management roles unprepared can come with devastating fallout. Both the managers and employees find that the move exacts a painful toll. Cindy explains why it's critical to rethink how careers can grow and employees can advance beyond people management. Leadership and success do not have to be synonymous with managing people.   Managing people requires a very different set of skills than most people imagine. Cindy breaks down four of the key things managers are responsible for: 1. Morale, 2. Performance, 3. Retention, and 4. Culture. As Cindy notes, “a great manager is in the trenches with their people, shaping how employees experience the workplace”, and not everyone is cut out to do this. We've all had bad managers, and they may have been people promoted into management positions without preparation, told that it was the only way to advance.If we do end up in a management role, Cindy offers six strategies to add to our toolkits: 1. Have people create informal personal operating manuals, 2. Ask the right question, 3. Balance, 4. Practice presence and curiosity, 5. Brush up on conflict resolution and stress management skills, and 6. Set and enforce boundaries. But if we aren't ready for managing people, Cindy urges us to ask where we can thrive and how we can make the biggest difference on an alternate path. Roles like Principal Engineer, Distinguished Scientist, and Senior Strategist are designed for those who want to deepen impact without taking on direct reports. The goal isn't just climbing higher, it's building the career we actually want.Resources discussed in this episode:Guide to Redefining Career Growth Beyond ManagementAstronomic AudioConfidence Collective—Contact Cindy Esliger Career Confidence Coaching: website | instagram | facebook | linkedin | email Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this episode of Data in Biotech, Ross Katz chats with Wesley Tatum, Principal Engineer at Serán BioScience, about the intricacies of formulating low-solubility drug products. They explore the science behind amorphous solid dispersions, how data informs formulation choices, and why balancing performance, manufacturability, and stability is critical in modern drug development. What you'll learn in this episode: >> How amorphous solid dispersions improve solubility and stability in drug products >> Why formulation decisions hinge on early data collection and modeling >> The role of data infrastructure in formulation R&D and knowledge transfer >> How Serán BioScience collaborates closely with clients to solve complex drug development challenges >> Where AI and automation are (and aren't yet) transforming pharmaceutical formulation Meet our guest Wesley Tatum is a Materials Science PhD researcher working at the crossroads of materials innovation, data science, and machine learning. His work focuses on organic materials and polymer dispersions, and he's especially passionate about how modern computational tools can transform the way we characterize and understand new materials. Wesley is well versed in PyTorch, Scikit-Learn, and a range of open-source scientific computing libraries, and he brings deep experience in chemical analysis, microscopy, and image analysis.  About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyConnect with Wesley Tatum on LinkedIn  Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

James Reggio (CTO @ Brex) shares the story of "Brex 3.0", an 18-month journey behind their operational evolution. We explore how they rewound their org from a Series E to a Series C mindset, and replaced siloed OKRs with seasonal "marquee initiatives." James deconstructs the “Brex Hacker House”, an AI-focused startup within a startup experiment aimed to disrupt their core business. This conversation is all about evolving operational rhythms, layers of management, product building, and culture change! ABOUT JAMES REGGIOJames Reggio is Brex's Chief Technology Officer. James is a forward thinking technology leader who currently oversees Brex's entire Engineering org. James joined Brex in 2020 as Principal Engineer and has played a vital role in building the company's mobile app and AI capabilities. Prior to Brex, James had an extensive career as a Software Engineer at leading companies such as Microsoft, Salesforce, AirBnB, Stripe and more. Additionally, James founded two companies: Altair Management and Banter, a social discovery platform for podcasts that was later acquired by Convoy in 2018. James received his B.A. of Science from The University of Texas Austin. SHOW NOTES:The birth of Brex 3.0: Using a layoff as a "moment to refound the company" (3:38)Moving from a Series E to a Series C operational mindset (5:28)The problem with a GM model: How siloed OKRs and roadmaps created "deadlock" (6:07)New rituals: Why the CEO became "chief editor of the roadmap" (8:16)The impact on morale: "Folks just knew how their work fit into the bigger picture" (11:16)The challenge of the new model: Who do you hold accountable when you "win and lose as a team"? (13:43)The lesson for reintroducing systems: "Less is more" (15:43)The "Startup within a Startup": Launching an internal team to disrupt Brex (16:49)“What if we were founding Brex again today?” The 4 constraints for the "Hacker House" experiment (17:58)Questions eng leaders should ask when running a similar experiment to Brex (21:02)Aha moment: "With agentic coating, code is so cheap" (22:35)Managing the two narratives: "compounding" the core biz vs. “innovating" with AI (26:01)A surprising dynamic: Why the AI team struggled to see their impact (while the core team didn't) (29:38)Building alongside your customer to iterate / experiment faster (36:06)The turnaround is over: Brex hits 50% YoY growth and cash-flow positive (38:45)Rapid fire questions (42:10) This episode wouldn't have been possible without the help of our incredible production team:Patrick Gallagher - Producer & Co-HostJerry Li - Co-HostNoah Olberding - Associate Producer, Audio & Video Editor https://www.linkedin.com/in/noah-olberding/Dan Overheim - Audio Engineer, Dan's also an avid 3D printer - https://www.bnd3d.com/Ellie Coggins Angus - Copywriter, Check out her other work at https://elliecoggins.com/about/ Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Land owners have a lot to consider and the environmental condition of their property is a big one. There are more and more regulatory and compliance requirements - and if you have an issue, you need to know who to call for help. Joining me to share the services provided by Hamp Mathews & Associates are their Principal Engineer and Visionary, Joel Parker, and Office Manager and Integrator Holly Petroff!

“Availability is resilience. If you can't see it, you can't secure it.” — Roland Dobbins, Principal Engineer, NETSCOUT ASERT Team In this Technology Reseller News podcast, Doug Green, Publisher of TR Publications, speaks with Roland Dobbins, Principal Engineer on NETSCOUT's ASERT (Arbor Security Engineering & Response Team), about the growing risk of outbound DDoS attacks—and why service providers and enterprises must defend against threats moving in every direction. NETSCOUT, a global leader in network visibility and DDoS defense, has been monitoring an alarming surge in outbound and cross-network (east-west) attack traffic driven by new “Turbo Mirai” botnets, particularly the Aisuru variant. These attacks can exceed 20 terabits per second and 6 gigapackets per second, overwhelming even the largest operators. Dobbins explains that while most organizations focus on protecting against incoming DDoS traffic, outbound attack streams can be just as damaging, clogging peering links and taking down critical infrastructure. “We're seeing broadband networks unintentionally launching massive attacks, sometimes over a terabit per second, because of compromised IoT and connected devices,” Dobbins said. “It's not just about defending the target — it's about protecting your own network from being part of the problem.” NETSCOUT's ASERT team, which observes 40,000–50,000 DDoS attacks daily across 60% of the world's IPv4 space, provides continuous research and live mitigation guidance to customers worldwide. Dobbins emphasized that effective DDoS defense requires edge-to-edge visibility, sub-second detection, and suppression of both inbound and outbound traffic. “You can't secure what you can't see,” he added. “Operators need full visibility across their networks, with active mitigation built into daily operations.” Learn more about NETSCOUT's global threat research and DDoS defense solutions at netscout.com. Software Mind Telco Days 2025: On-demand online conference Engaging Customers, Harnessing Data

Jack Pertschuck, former Principal Engineer at Pinecone, discusses what vector databases are and why they matter for AI and search applications. He also discusses the challenges of communicating the value of this technology when the problem isn't widely understood. Key Takeaways:  Advice for teams looking to adopt vector search technology The importance of hybrid and cascading retrieval methods The significance of context engineering and evaluation metrics in AI systems How Pinecone is democratizing vector database technology for AI and machine learning applications Guest Bio: Jack Pertschuk is a former Principal Engineer with Pinecone, the market leader in vector databases. As the company's founding engineer and lead for algorithms, applied research, and platform, Jack is responsible for the roadmap and execution across research and engineering for search index efficiency and accuracy. Prior to Pinecone, Jack was a founder of SidekickQA and creator of the NBoost open source neural ranking engine. He is an active member of the Rust and Information Retrieval research community, and is passionate about solving problems at the intersection of ML and systems. ---------------------------------------------------------------------------------------- About this Show: The Brave Technologist is here to shed light on the opportunities and challenges of emerging tech. To make it digestible, less scary, and more approachable for all! Join us as we embark on a mission to demystify artificial intelligence, challenge the status quo, and empower everyday people to embrace the digital revolution. Whether you're a tech enthusiast, a curious mind, or an industry professional, this podcast invites you to join the conversation and explore the future of AI together. The Brave Technologist Podcast is hosted by Luke Mulks, VP Business Operations at Brave Software—makers of the privacy-respecting Brave browser and Search engine, and now powering AI everywhere with the Brave Search API. Music by: Ari Dvorin Produced by: Sam Laliberte  

Peter Delos, Principal Engineer in the Advanced Data Converter Group at Analog Devices, talks with Microwave Journal about data converter technology, clocking and overall system performance related to phased arrays. Sponsored by Analog Devices. Quad Apollo: 16T16R X-Band Platform: https://wiki.analog.com/resources/eva... Quad MxFE: 16T16R S-Band Platform: https://www.analog.com/en/resources/e...

Zach Lloyd is the Founder and CEO of Warp, the next-generation developer terminal reinventing how engineers build and collaborate. Warp has raised over $70M from top-tier investors including Sequoia Capital, GV, Dylan Field, and Elad Gil. Before founding Warp, Zach was Principal Engineer at Google, where he led development of Google Docs, and later served as CTO at Time. He's one of the most respected engineering minds redefining the future of developer tools. AGENDA:  04:14 Biggest Product Lessons from Rewriting Google Sheets 07:10 Why I Would Short Google: Leadership and AI Strategy 09:55 Comparing AI Models: GPT, Claude, and Gemini: Who Wins and Loses 17:04 Do Margins Matter in AI? 24:57 Adding $1M in ARR Every Week: Is Triple, Triple, Double, Double Dead? 33:58 How to Build Defensibility in a World of AI? 43:05 OpenAI vs Anthropic: Who Wins and Why? 44:25 Biggest Fundraising Lessons Raising from Sequoia, Elad Gil and GV 50:56 Why Sequoia are the Best VC 53:51 What Every Founder Gets Wrong in Fundraising 01:01:30 Quick Fire Questions and Final Thoughts  

In this two-part episode, we explore the evolving role of artificial intelligence in enterprise networking—not just as a buzzword, but as a powerful tool for transformation. Cisco experts: Joe Clarke, Distinguished Engineer; Kareem Iskander, Principal Engineer and Technical Advocacy Lead; and Hank Preston, Distinguished Architect, join host Matt Saunders, Community Manager for the Cisco Learning Network, is joined by three. Together, they dive into how AI is reshaping network automation, operations, and the skills needed to thrive in this new era. The conversation covers foundational definitions of AI, the rise of agentic AI, and practical strategies for network engineers—whether you're writing scripts or not—to leverage AI as a tool for efficiency and insight. AMA with Kareem on the Cisco Learning Network: https://learningnetwork.cisco.com/s/question/0D5Kd0000BkfcuLKQQ/ask-me-anything-ai

This seminar examines the challenges of securing Linux (and legacy UNIX) systems in heterogenous enterprise environments, where cohabitant Windows infrastructure often dictates corporate security focus, resources, and tooling. Drawing on experiences across academia, large industry, and more modestly-sized startups, Sharp will highlight practical strategies, open source approaches, and mindset shifts needed to effectively protect Linux in a Windows-centric security landscape. About the speaker: Matthew Sharp has dedicated over two decades to securing UNIX and Linux servers across diverse environments of widely varying scale and complexity, in roles encompassing systems and network administration, red team contract work, and system and security engineering. Presently, he serves as a Principal Engineer at Toyota Motor North America with their Cyber Defensive Services group. His extensive experience has provided firsthand insights into the challenges associated with securing Linux systems in environments where Windows typically dominates both infrastructure and security investments. Sharp is particularly interested in advancing practical, open-source-driven approaches to Linux security and fostering a mindset that empowers practitioners to take proactive steps in addressing problems that mainstream security tools often overlook.

On this special episode of Hanselminutes, Scott reunites with .NET Principal Engineer Safia Abdalla, nearly 500 episodes and a decade after her first appearance on the show. They reflect on the arc of her career and the evolution of the developer landscape, discussing how building competence fuels confidence, how anxieties can compound in high-pressure environments, and what strategies help engineers sustain both technical excellence and personal growth over time.

Back in the 80s and 90s, earplugs at a concert were a one-way ticket to dweeb status. Protecting your hearing? Please. You might as well have stayed home with a VHS and some Tang. These days it's the opposite—walk into any venue and half the crowd is rocking hi-fi earplugs that make the music sound better and keep your ears intact.Etymotic's new Music Pro Elite are at the front of that shift, and Tim Monroe, Sr. Director of Engineering, along with Chris Roth, Principal Engineer at Etymotic Research, join us to break down why and how these things work so damn well.Thank you to HEOS, and SVS for supporting this episode!www.svsound.comhttps://www.marantz.com/en-us/world-of-marantz/heosCredits:• Original intro music by The Arc of All. https://sourceoflightandpower.bandcamp.com• Voice Over Provided by Todd Harrell of SSP Unlimited. https://sspunlimited.com• Production by Mitch Anderson, Black Circle Studios. https://blackcircleradio.comDon't forget to check our website for daily updates on the latest electronics, news, recommendations, and deals on high-end audio, loudspeakers, earphones, TVs, and more.www.ecoustics.com#ecoustics #hifi #audiophile #avtech #musicindustry #liveconcertexperience #hearingprotection #hifiearplugs #hearingsaftey #loudnesswars #hearingaid #etymotic #lifestyleav #earplugs

Josh Liburdi, Principal Engineer of Security Operations at DoorDash, joins Maxime Lamothe-Brassard, LimaCharlie CEO / Founder, to talk about building the Strelka file scanning system.As a security engineer who works in security operations (prevention, detection, and response), Josh has more than a decade of industry experience and has worked at several diverse organizations, including Brex, Target, and CrowdStrike.He also presents at information security conferences (BSides NYC & SF, SANS, fwd:cloudsec), is a published author (Bluenomicon from Splunk, Huntpedia from Sqrrl), and is active in the open source security community with contributions to many projects, including Substation at Brex (creator), Strelka at Target (creator), and the Zeek network analysis framework.Join Defender Fridays, live every Friday, to discuss the dynamic world of information security in a collaborative space with seasoned professionals. Become part of the LimaCharlie Community. Learn more about LimaCharlie at limacharlie.io.

Are you one of over 240 million subscribers of Amazon's Prime Video service? If so, you might be surprised to learn that much of the infrastructure behind Prime Video is built using Rust. They use a single codebase for media players, game consoles, and tablets. In this episode, we sit down with Alexandru Ene, a Principal Engineer at Amazon, to discuss how Rust is used at Prime Video, the challenges they face in building a global streaming service, and the benefits of using Rust for their systems.

What do you learn after spending 15 years at Apple and demoing your work directly to Steve Jobs? Ken Kocienda, Co-founder of Infactory AI and author of Creative Selection, joins us to share the answer. As a former Principal Engineer at Apple who helped create the iPhone keyboard and autocorrect, Ken discusses his incredible journey from a history major to a key figure in building technology used by billions. He explains his core philosophy of bridging the gap between the liberal arts and technology to create meaningful products, and why he believes AI is the next frontier for this mission. (BTW – we sat down with his co-founder Brooke, so if you like this episode be sure to check that one out!)The conversation dives into his disciplined, spec-driven approach to coding with AI and the power of "extractive AI" to unlock hidden value in data. Ken reveals the crucial lesson he learned from Steve Jobs—that "everything is provisional"—and how his "evolutionary design" process is perfectly suited for today's AI challenges. This episode is a deep dive into the timeless principles of design and a powerful argument for why the best technology is so intuitive, it makes technical literacy irrelevant.Check out:Register now: AI productivity guide for engineering leadersFollow the hosts:Follow BenFollow AndrewFollow today's guest(s):Learn more about Infactory AI: infactory.aiConnect with Ken on LinkedInKen's Book: Creative Selection: Inside Apple's Design Process During the Golden Age of Steve JobsReferenced in today's show:MCP is probably the first protocol in tech history with more builders than users… or at least that's how it feels.Albania appoints world's first AI-made ministerSupport the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever

Brandon interviews Michael Irwin, Principal Engineer at Docker. They cover Docker's evolution, why hardened images matter, and how AI fits in. Plus, Michael shares stories from teaching computer science. Watch the YouTube Live Recording of Episode 538 (https://youtu.be/ow1upEjVscg?si=ts-5lucWTE5mKJwD) Show Links Docker (https://www.docker.com) Docker Hub (https://hub.docker.com) Contact Michael LinkedIn: mikesir87 (https://www.linkedin.com/in/mikesir87/) Github: mikesir87 (https://github.com/mikesir87) Twitter: mikesir87 (https://x.com/mikesir87/) Blog: https://blog.mikesir87.io/ (https://blog.mikesir87.io/) Sponsor Docker: Your foundation for secure, intelligent development (https://www.docker.com) SDT News & Hype Join us in Slack (http://www.softwaredefinedtalk.com/slack). Get a SDT Sticker! Send your postal address to stickers@softwaredefinedtalk.com (mailto:stickers@softwaredefinedtalk.com) and we will send you free laptop stickers! Follow us: Twitch (https://www.twitch.tv/sdtpodcast), Twitter (https://twitter.com/softwaredeftalk), Instagram (https://www.instagram.com/softwaredefinedtalk/), Mastodon (https://hachyderm.io/@softwaredefinedtalk), BlueSky (https://bsky.app/profile/softwaredefinedtalk.com), LinkedIn (https://www.linkedin.com/company/software-defined-talk/), TikTok (https://www.tiktok.com/@softwaredefinedtalk), Threads (https://www.threads.net/@softwaredefinedtalk) and YouTube (https://www.youtube.com/channel/UCi3OJPV6h9tp-hbsGBLGsDQ/featured). Use the code SDT to get $20 off Coté's book, Digital WTF (https://leanpub.com/digitalwtf/c/sdt), so $5 total. Become a sponsor of Software Defined Talk (https://www.softwaredefinedtalk.com/ads)! Special Guest: Michael Irwin.

Today's guest is Kyle Ryan, Senior Engineering Manager and Principal Engineer at Dune Security. Founded in 2023, Dune Security's User Adaptive Risk Management solution automatically prevents insider threats in real time. With 90% of breaches starting from human error, traditional phishing simulations and compliance training often fail to reduce real-world risk. Dune addresses this with a unified platform that continuously monitors behavior, tailors interventions and adapts protections around high-risk users.Kyle is highly skilled in AI & Machine Learning research and development, with a specialization in building secure, robust and scalable systems for cutting-edge cybersecurity solutions. He is currently developing advanced technologies to prevent AI-powered social engineering attacks and enable real-time, dynamic risk profiling of employees. Kyle believes that as threat actors evolve, organizations must adapt using data-driven methods to reduce the attack surface and strengthen defenses.In this episode, Kyle talks about:0:00 His journey from early chatbot work to founding engineer at Dune2:19 How Dune Security simulates advanced phishing attacks to train users4:45 How his role evolved from generalist to AI R&D8:17 Delivering authentic threat simulations and risk visibility for organizations11:20 Why future threats will be hyper-personalised, cross-channel and AI-driven14:58 His key advice to stay on AI's cutting edge and solve hard problemsTo find out more about all the great work happening at Dune Security, check out the website www.dune.security

In episode 19 of Open Source Ready, Brian and John speak with Josh Rosso, Principal Engineer at Reddit and author of Production Kubernetes. From his early days at CoreOS and Heptio to running Reddit's massive compute platform, Josh shares insights into managing Kubernetes at internet scale, the business realities of open source, and the risks smaller OSS projects face. Lastly, they dive into AI's growing role in engineering and the challenges of keeping the internet human.

In this episode of the Additive Snack Podcast, host Fabian Alefeld welcomes back Paul Gradl, Principal Engineer at NASA, for a deep dive into the latest advances and challenges in additive manufacturing. Paul shares how NASA has expanded the range of available materials, pioneering alloys like GR COP and GRX 810 for extreme environments, and how these innovations are now being used in industries beyond aerospace. The conversation covers the rapid acceleration of material development through advanced modeling and early AI adoption, the technical hurdles of scaling up to larger parts, and the realities of additive manufacturing in space—from lunar construction to the potential of asteroid mining. Paul also discusses the importance of learning from failures, NASA's commitment to public data sharing, and his passion for mentorship and STEM education, both at work and at home. Whether you're an industry veteran or new to additive, this episode offers valuable insights and inspiration. Sign up for the NASA Metal AM Master Class today: Metal AM Master Class with NASA | EOS Store - US 2:00 - The Evolution of Additive Materials NASA is expanding material options and redefining what's possible with additive. 7:45 - Material Highlights & Cross-Industry Applications Paul discusses GR COP, GRX 810, and their applications beyond aerospace. 13:45 - AI, Machine Learning & Accelerating Alloy Development AI and modeling are accelerating how new alloys are developed. 17:50 - Scaling Up: Big Parts & NASA's Role NASA is driving the shift toward larger, room-sized additive parts. 23:45 - How Much of a Rocket is Additive? Additive plays a growing—but complementary—role in rocket manufacturing. 26:30 - Additive in Satellites, Space, and In-Space Manufacturing Additive is key to building satellites, landers, and lunar systems. 32:00 - Lunar Regolith, Moon Dust, and Asteroid Mining NASA explores using Moon dust and asteroids for future construction. 36:50 - Learning from Failure: Engine Test Stand Story A test stand failure highlights the importance of understanding the process. 43:45 –Metal AM Master Class Announcement Details on Paul and Omar's upcoming metal AM master class. 46:30 - Mentorship, STEM, and 3D Printing at Home Paul shares how he supports STEM education at NASA and at home.   

What happens after an AV crashes? That split-second response can make all the difference—and that's exactly what the Automated Vehicle Safety Consortium (AVSC) is focused on.   Backed by decades of engineering and mobility expertise, the AVSC brings together top minds in AV development to align on critical safety issues. Their latest work tackles one of the most urgent: how these vehicles should react and communicate after a crash. As AVs expand from test fleets to real-world deployments, the industry needs clear guidance now more than ever.   Listen in as we sit down with Jonathan Barentine, Principal Engineer at the AVSC, to discuss the organization's just-released best practices for automated driving systems in the moments following a collision. You'll learn how the AVSC is working with first responders, manufacturers, and policymakers to develop scenario-based protocols that prioritize effective communication, safety management, and a culture of accountability.   We'd love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don't forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.   Follow SAE on LinkedIn, Instagram, Facebook, Twitter, and YouTube. Follow host Grayson Brulte on LinkedIn, Twitter, and Instagram.

On this episode of The Savvy Adjuster Podcast, Senior Account Manager Chris Nichols explores the 100% structural assessment process with Jarrod C. Burns, MS, PE, Founder and Principal Engineer of BSC Forensics, part of Alpine Intel's suite of services. Joining them is Pre-Loss* Co-Founder and Executive Large Loss Specialist Steven Romero, CPCU, AIC, ARM, who offers insurance-industry insight into how this method helps during disputes by reducing exposure and providing easy-to-understand documentation of an entire property. Learn how a team approach, spatial modeling (SAM), and other strategies can lead to more accurate complex claim resolutions.  *Note: Pre-Loss is an independent consulting firm not affiliated with Alpine Intel.Discussed in This EpisodeHow the 100% assessment process worksHow BSC's spatial modeling (SAM) provides visual scene representationsThe importance of the 100% assessment approach in disputes and resolutionThe value of reducing total exposure in a large lossBSC and insurance industry insights from an actual 100% assessmentAdditional ResourcesAlpine Intel Resource Page: https://bit.ly/446IjoIBSC Forensics: https://bit.ly/4ndwvd1Additional Large Loss Resources:Article: Tech-Supported Commercial Assessments Enhance Claims Process: https://bit.ly/3HIYQaR eBook: Tackling Large Loss Fire Claims with Subrogation Potential: https://bit.ly/3FGeP92Guide: Settling Commercial HVAC Large Loss Claims: https://bit.ly/3Ts6adn

ABOUT ANUSH ELANGOVANAnush Elangovan leads the Artificial Intelligence Group (AIG) as Corporate Vice President of AI software and solutions.Anush has 23 years of industry experience in AI, computer science, compilers, network security, operating systems, math, and its materialization on complex hardware systems. This co-founder and Chief Executive Officer of Nod.ai oversaw product strategy and the overall business until AMD acquired Nod.ai (see related article here) today.Anush will lead the acceleration of deploying AI solutions optimized for AMD products while aligning with AMD's AI growth strategy centered on an open software ecosystem. In the near term, he and his team will introduce the code generation (CodeGen) capabilities from the Nod.ai flagship software, Shark, to unlock customer engagements via the ROCm™ and Vitis™ AI platforms. Over time, Anush will lead the contributions of the Nod.ai team to the AMD Unified AI Stack.Before starting Nod.ai, Anush was instrumental in the graphics stack on the first ARM Chromebook. He led the movement of the Chrome operating system from Debian to Gentoo Linux to enable Google to gain full control of the shipping software. Previously, he was Principal Engineer for Agnilux, which Google acquired. The Agnilux team became crucial to the Chrome OS team, building a fusion of Android and Chrome OS.Previously, Anush was a technical lead at Cisco Systems in its Datacenter Group, creating the first distributed virtual switching platform. He has also been an early member of FireEye, where he led in-memory taint-check analysis for networking and security in virtualized environments. He started his career in an earlier stint at Cisco, contributing to metro Ethernet initiatives.Anush holds a Master of Science in computer science from Arizona State University and a Bachelor of Engineering in computer science from the Mepco Schlenk Engineering College at Madurai Kamaraj University in India. He has earned 10 patents. In his spare time, he enjoys skiing, mountaineering, and trail running. Anush lives with his family, including three children and two dogs, in the East Bay of the San Francisco Bay Area.This episode is brought to you by Side – delivering award-winning QA, localization, player support, and tech services for the world's leading games and technology brands.For over 30 years, Side has helped create unforgettable user experiences—from indies to AAA blockbusters like Silent Hill 2 and Baldur's Gate 3.Learn more about Side's global solutions at side.inc. SHOW NOTES:AMD's AI hardware + software strategy, explained (2:24)From startup founder to leading AI software at AMD (3:50)How AMD is unifying hardware through a shared AI stack (6:01)What the VP of AI Software @ AMD owns across software & customer enablement (7:17)AMD's daily standup and real-time prioritization rituals (10:32)Strategies for building a unified AI ecosystem from first principles (13:06)How to approach building for complex technical workflows (15:38)Navigating hardware ecosystem requirements & aligning AI software (17:48)Challenging legacy software assumptions & why AI requires a new mindset for software development (19:38)AMD's integration of community contributors into product cycles (21:21)AMD's approach to cultivating an open-source ecosystem & community experience (22:48)Open-source & AMD's ecosystem strategy: Building trust by building in public (26:57)How AMD collects and acts on user feedback fast within a community ecosystem (29:24)AI's impact on everyday human experiences (32:15)Rapid fire questions (34:50) This episode wouldn't have been possible without the help of our incredible production team:Patrick Gallagher - Producer & Co-HostJerry Li - Co-HostNoah Olberding - Associate Producer, Audio & Video Editor https://www.linkedin.com/in/noah-olberding/Dan Overheim - Audio Engineer, Dan's also an avid 3D printer - https://www.bnd3d.com/Ellie Coggins Angus - Copywriter, Check out her other work at https://elliecoggins.com/about/

Bill Schultheiss, P.E., Vice President and Director of Design and Engineering at Toole Design, and Katy Sawyer, P.E., Principal Engineer at Toole Design, join the ITE Talks Transportation podcast to discuss the new AASHTO Bike Guide. They highlight the importance of community engagement in planning bicycle infrastructure and share how planners can effectively navigate national, state, and local guidelines when developing bikeway plans. Schultheiss and Sawyer also offer insights on fostering collaboration between planners and engineers to support context-sensitive, multimodal transportation solutions.

Dive deep into the fascinating world of modern data centers with Sr. Principal Engineer at AWS, Stephen Callahan. Discover how AI is revolutionizing data center design, why nothing is uninteresting at scale, and the innovative ways AWS is tackling sustainability while powering the future of cloud computing. Learn more: AWS Global Infrastructure: https://aws.amazon.com/about-aws/global-infrastructure/ More about Data Center Innovations: https://press.aboutamazon.com/2024/12/aws-announces-new-data-center-components-to-support-ai-innovation-and-further-improve-energy-efficiency