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Thanks Charley Frazier for joining us for a great discussion! Type 1 and Type 2 Decisions

2020 Swift WWDC Videos Intro to SwiftUI

Lambda Custom Runtimes aws rust runtime 3rd party partner runtimes and layers nim runime walkthrough creating a bash runtime Lambda Layers Firecracker AWS lambda under the hood session Lambda ALB DynamoDB On-Demand

AWS Summit SF keynote Translate GA Transcribe GA One Zone IA and S3 Select GA S3 Select / Glacier Select Secrets Manager SAM implementation now open source ACM Private Cert Authority Firewall Manager

aws appsync dynamo updates t2 dax instances encryption at rest alexa console updates let's talk about usernames

MakerSession.com AWS Autoscaling Cloudformation + SSM Typescript

lambda go support SAM local concurrent requests causes java lambda containers to fail Eclipse SAM local support Complaining about SAM sammie LambStatus aws activate

kotlinconf kotlin react intro keynote, kotlin everywhere view state machine for network calls Amanda Hill's original blog post lessons learned building a build tool kobalt erik meijer keynote software 2.0 deep learning is eating software DeepMind reduces google data center cooling by 40% kotlin code generation -kotlinpoet

summary of recent AWS announcements at re:invent re:invent videos AWS podcast feed for session audio serverless aurora (PREVIEW) aurora multi-master (PREVIEW) global dynamo dynamo backup/restore transcribe translate comprehend rekognition video, kinesis video sagemaker jupyter notebooks fast.ai ML courses EKS (PREVIEW) fargate easier spot workflow, hibernation appsync lambda updates traffic shifting, codedeploy lambda updates go support coming in 2018 3GB memory limit concurrency, throttling cloud9 s3 select deeplens

getting ready for re:invent update state machines for step functions load balancer migration tool s3 encryption/security features aws privatelink price list API updates new c5 instances new aws hypervisor

new amazon echo devices apple event looking forward to re:invent lambda traffic segmentation gluon per second billing network load balancer will there be easier docker options in aws?

feedback from doug topin on using codestar to generate CF stack templates target tracking scaling policies for ec2 auto scaling Airbnb BinaryAlert: Real-time Serverless Malware Detection yara: pattern matching for malware researchers api gateway error response customization enables custom authorizer CORS support lambda @ edge GA a cloud guru article: How to supercharge your static website with the power of AWS Lambda@Edge resize images on fly w/ s3 lambda api gateway lambda should support docker runtime! AWS joins cloud native computing foundation more amazon s3 bucket leaks -- keep your buckets secure! a cloud guru: how to secure an s3 bucket AWS Config Update – New Managed Rules to Secure S3 Buckets chromeless - headless chrome on lambda

cross account cloudwatch events Prepare for the OWASP Top 10 Web Vulnerabilities w/ AWS WAF archive items to s3 from dynamo using TTL cloudwatch dashboards api/cloudformation support new info to IAM console to follow best practices around inactive users is it possible to host facebook on AWS dropbox / aws

aws re:invent 2017 kotlin conf processing lambda cold start times by language lambda performance by language rate based rules for WAF ec2 Systems Manager adds hierarchy, tagging postlight aws lambda migration / cost savings

dynamoDB auto-scaling dynamic dynamoDB aws docs on dynamo throughput changes james gosling @ AWS mary meeker internet trends 2017 Spinnaker onelogin security breach AWS credentials netflix aardvark and repokid nvth public EBS volumes chirp alexa integration alexa talking to google washington post audio articles aws chalice release 0.9.0 w/ binary support python static typing donnie's kotlin lambda/apig PoC

aws db migration service 26,000 DBs migration twilio functions build your own IVR with lambda/twilio github marketplace aws saas marketplace this week in AWS newsletter kotlin API gateway/lambda PoC

google IO 2017 kotlin official android support steve yegge, Why Kotlin is Better than Whatever Dumb Language You're Using google home phone calls google assistent coming to iphone Cloud TPU (tensorflow) IAM DB authentication IAM resource level perms for AS codebuild updates codebuild managed containers on github Mary's place at new Amazon building google cloud speech more formats (wav, flac)

new echo announcements echo look echo show toymail amazon jobs breakdown aws community day event, June 15th, San Francisco aws public datasets gov spending dataset AWS kinesis analytics anomaly detection polly audiobook example weekly AWS complaint, java default lambda memory size is too small Eric Hammond post, 'Pay The Same Price For Faster Execution' automatically determining lambda size is kotlin a good fit for java? typescript at slack going back to stepfunctions Creating a serverless AMI certification pipeline

Lex GA / mobile hub / bot builder chatbot challenge amazon DAX amazon rekognition image moderation CSPAN 99k polications, savings f8 opening up snapchat like filters aws codestar aurora pgsql support f1 (fpga) instances launched xray rollout polly speech marks, whispering aws marketplace aas contracts redshift spectrum service linked IAM roles

https://isitonaws.com/ tim bray blog post re: lessions github repo lambda SOCKS proxy Algo VPN amazon promition for alexa skills atlassian/localstack amazon connect AWS IAM summaries high speed trading behind your amazon purchase

chime s3 outage AWS Summary Cloud downtime compared google cloud next Cloud spanner kaggle acquisition container builder video intelligence cloud jobs DynamoDB TTL AWS Organizations Creating new accounts (via esh) mysql event streams w/kinesis postgres w/kafka

google acquires fabric from twitter https://fabric.io/blog/fabric-joins-google firebase I have a rant Donnie talks about MS Azure oauth client State of Open Source Licensing (redmonk) josh's scala react framework amazon banana stand amazon temporary building donation

Welcome back / goals for 2017 Alexa corner 9 times as many echos sold this holiday 7k alexa skills, 7X increase in 7 months Alexa @ CES Alexa v. Google Home Alexa: Amazon's Operating System (stratechery) exponent podcast episode 099 Gone in 60 milliseconds zappa Mackenzie: AWS Lambda Infection Toolkit Leap Second outage at CloudFlare Falsehoods programmers believe about time golang #12914 Google leap second smearing AWS pricing API / updates React corner / react native

alexa christmas tree WeMo Switch Python API to WeMo devices WeMo SDK retired raspberry pi IoT SDK alexa at wynn hotels in vegas Lambda Edge amazon header bidding google pagespeed more on stepfunctions error handling aws serverless java container donnie misses java react native exponent How Much Does It Cost To Run A Serverless API on AWS? by Eric Hammond experimenting with a job board around the podcast if you are hiring, get in touch! get in touch if you want some engineers & coffee stickers!

step functions tim bray talk error handling in step functions code build porting an appengine app to lambda/api gateway amazon lex more on re:invent same old enterprise stories new services vs improvements get your engineers & coffee stickers! gauging interest in starting a job board: send us your job postings!

We share our takes on new announcements from day 2 keynote and sessions.

Fresh from the re:invent keynote day 1, we share our takes on some of the new announcements.

re:invent coming soon new cloudwatch features percentile aggregation functions increased metrics retention jump from metrics to associated logs re:invent sessions SQS FIFO queues with exactly once processing api gateway binary data support trusted advisor automated actions more looking forward to reinvent Automated Formal Reasoning about AWS Systems re:invent predictions?

election disappointment aws re:invent 2016 sold out reserved seating predictions? go/python/lambda swift web on ECS working with google cloud appengine serverless map/reduce pywren Extracting 25 TFLOPS from AWS Lambda making s3 (almost) as fast as local memory Ad Hoc Big Data Processing Made Simple with Serverless MapReduce lambda-refarch-mapreduce Nordstrom serverless-artillery

Cloudcast #270 are container standards forking Amazon Echo Dot always listening alexa raspberry pi List skill API does alexa obselete dash buttons? Google Home MS speech transcription better than human professionals VMWare Cloud on AWS New us-east-2 AWS region Aurora call lambda functions from stored procedures AWS re:invent reserved seating AWS Git-backed static website support for static site generator plugins

new regions for google cloud MS Azure regions kubernetes 1.4 release and capturing developer mindshare kubernetes the hard way docker swarm google big query flat rate pricing Google Customer Reliability Engineers google speech API hints open guide to AWS AWS answers AWS week in review github

Donnie's Account Kit app lambda project Facebook Account Kit CloudFormer / CloudFormation APIGateway CORS CloudFront Route53 AliasTarget CloudFormation YAML ACM / SES email forwarding CloudFormation scripting / Lambda CloudFormation extensions trophosphere

welcome back new API gateway features cloudformation updates YAML vs. JSON for configuration douglas crockford on rationale for lack of comments in JSON taking api documentation seriously amazon photo printing service petapixel announcement lob.com (email, printing API) new amazon dot v2 O'Reilly bots podcast DoNotPay bot lambada Java/JAX-RS api gateway/lambda framework

aws summit day 2 announcements application load balancer load balancer copy tool amazon certificate manager letsencrypt cloud guru acm article api gateway usage plans kinesis analytics cloudonaut IAM reference what would alexa do? google cloud DBs now in GA

aws new york summit day 1 after we recorded this, lots of cool stuff announced on day 2 that we will discuss next week! aws serverless chat bot competition slack bot fund Gartner 2016 Magic Quadrant for Cloud Infrastructure as a Service Tool for Building Interactive Adventure Games on Alexa

donnie's iot button Alexa is the best short digression on alexa (we mostly mean 'echo' here!, and tap), bose soundlink sad state of bluetooth speakers in general :) larry does his aws chalice homework api gateway forum on posting binary data api gateway forum on sending binary data api gateway forum on redirects more on LambCI bootstrapping sbt docker lambda

Google Speech and Language APIs Google open beta of cloud speech API Parsey McParseface Andrew Ng Machine Learning course Google Natural Language API Amazon ML twitter example AWS IoT Button How I Hacked Amazon’s $5 WiFi Button to track Baby Data Twilio sim cards Drizzly dash button

AWS Santa Clara Summit IAM Roles for ECR Tasks AWS re:invent 2016 Cloud9 acquired by Amazon/AWS AWS Chalice python API gateway/lambda framework Sparta go framework for lambda LambCI

Google IO Google Home Tensor Processing Unit Cloud chief Diane Greene on how Google can beat Amazon and Microsoft How to Import IP Address Reputation Lists to Automatically Update AWS WAF IP Blacklists

jukedeck retrospective episode give us feedback! engineers and coffee in google play Chicago AWS Summit EBS cold storage / throughput Managed platform update for Elastic Beanstalk S3 transfer acceleration and larger snowball Acceleration speed comparison tool "Never underestimate the bandwidth of a station wagon full of tapes hurtling down the highway." Andrew S. Tanenbaum, Computer Networks, 4th ed., p. 91 Kinesis updates Cognito User Pools Facebook Account Kit Device Farm Interactive Testing Octocast (Larry's podcast hosting project) deploying lambda from sbt Titanic: Machine Learning from Disaster | Kaggle Stanford Machine Learning Course

We'd love for you to join in the retrospective, and provide any feedback you have on the show. We've put together an anonymous survey to provide feedback. Thanks for listening! Our retrospective notes: What went well Consistent recording and publishing Content has improved Interview w/Peter Downloads in last 30 days - 3700 Learned a lot about podcasting Forced to keep up on the news a bit more detailed What didn’t go well Interaction has dropped off Donnie’s “tick” - “totally” We didn’t build anything... We didn't Interview enough What to change? Try to bring conversation to us / community Come up with a plan Chat room, live episode, twitter, e.g. Collect emails on twitter? Get better at interviewing Have more interviews research/read how to give good interviews Build something Follow up on chat/lambda, alexa Take what we’re building and make it into episode content Market ourselves Reach out to more podcasters? Tweet at folks? Get more distribution Push the episodes to more podcasting apps - Look into distribuiton on Android Ask folks to review us on itunes Shoutouts? Peter Sankauskas Cloudcast guys Marc, Josh, Ryanne Johnna and Melissa!

The inside story of how Amazon created Echo, the next billion-dollar business no one saw coming Alexa Hardware Echo - $179.99 Echo Dot - $89.99 (only available through Alexa) Amazon Tap - $129, portable Alexa Skills Kit (ASK) Alexa Skills Quick Start Sample Code alexa-skills-kit-js Score Keeper Declaring Intents Custom Slot Type alexa-skills-kit-java Standard Slot Types Alexa Fund Alexa Voice Service (AVS) Alexa on a Raspberry Pi hackster.io Alexa Skills contest

The Cloudcast

We come to our senses, bite the bullet, and move to 1-based episode counting (you did not miss an episode) Google's Greene Hastens Cloud Expansion in Race With Amazon Google gets apple as a cloud customer Urs Hölzle, Google's 8th employee and tech guru, thinks the cloud could make more money than ads Google competing against AWS based on Machine Learning / Deep Learning Chops Google launched new machine learning platform Google Cloud Vision API Google Cloud Speech API Microsoft Cognitive Services Google Stackdriver The Cloudcast

Peter Sankauskas Advanced AWS Meetup / SF Immutable Deployments with AWS CloudFormation by Fabrizio Branca Stackformation Stack Overflow 2016 Developer Survey ChatOps at Github Hubot CloudNative Yeobot kappa cruddy Botkit Dropbox leaving AWS The Epic Story of Dropbox's Exodus from the Amazon Cloud Empire Scaling to exabytes and beyond

10 Years of AWS Ten Years in the AWS Cloud by Jeff Barr A Decade of Innovation by James Hamilton 10 Lessons from 10 Years of Amazon Web Services by Werner Vogels the story of hod ancient blog post talking about our old internal EMR-like workflow service

Will it Lambda?!?!?! lambda chat follow-up / long polling cool lambda use case: Rate based backlisting ) Send us your crazy lambda projects: lambda@engineers.coffee AWS Config Rules Repository github services repository new recurring segment idea