Interesting links I saw, every week
It's not necessarily articles published this week, it can also be articles I discovered this week ๐
Feel free to propose content to the newsletter
- by proposing a pull request on the NEXT_WEEK.md file
- or by creating an issue
- ๐ : Blog post/article, or slide deck
- ๐ : Release note
- ๐งฐ : Technical or methodological tool to add to my toolbox
- ๐๏ธ : An event/meetup/conference I spotted
- ๐ฝ๏ธ : Video content, VOD of an event/meetup/conference
- ๐ : About a book I discovered
- ๐ฆ : A Tweet
- ๐๏ธ : A podcast series or episode
- ๐ Improving Image Generation with Better Captions ( DALL-E 3, OpenAI, 2023) | #CaptionImprovement #DALLยทE #ResearchPaper
- ๐ Multimodality and Large Multimodal Models (Chip Huyen) | #CLIP #Flamingo #MultiModal #Speech #Vision
- ๐ State of AI Report 2023 (Nathan Benaich, AirStreetCapital) | #AlphaZero #ComputeIsTheNewOil #DeepMind #DiffusionModels #GPT-4 #GenerativeAI #LLM #LLama๐ฆ #PaLM-E #RLHF #Robotics
- ๐ ๐ซ๐ท Construire son RAG (Retrieval Augmented Generation) grรขce ร langchain: Lโexemple de lโHelpdesk dโOCTO - (Florian BASTIN, Nicolas CAVALLO - Blog OCTO Talks !) | #LangChain #RetrievalAugmentedGeneration
- ๐ ๐ซ๐ท Docaposte lance son offre dโIA gรฉnรฉrative et souveraine (ChannelNews.fr) | #Alfred40B #Europe #GenerativeAI #LaPoste #NumSpot #Outscale #SecNumCloud #SovereignCloud
- ๐ฝ๏ธ Training AI to Play Pokemon with Reinforcement Learning (video & code, Peter Whidden) | #Pokemon #PokemonRed #ReinforcementLearning
- ๐๏ธ First edition of COLM (Conference On Language Models) is announced for Oct. 2024, CFP is open | #CFP #Conference #LLM
- ๐๏ธ apply(ops)23 will be 14 November (virtual conference) (Tecton) | #LLM #MLOps #MachineLearningEngineering #MultiCloud
- ๐ Announcing updates to the AWS Well-Architected Framework guidance (AWS Architecture Blog) | #CostOptimization #OperationalExcellence #Reliability #Security #Sustainability
- ๐ Building a reliable notification system - (Joseph-Emmanuel Banzio, Contentsquare Engineering Blog) | #ContentSquare #Grafana #Kafka #Microservices #Notification #Observability #Scalability #UserJourney
- ๐ How Zalando migrated their shopping carts to Amazon DynamoDB from Apache Cassandra (AWS Database Blog) | #ApacheCassandra #CaseStudies #DynamoDB #Migration
- ๐ How we built Pingora, the proxy that connects Cloudflare to the Internet (Cloudflare) | #HTTP #Nginx #Optimization #Performance #Proxy #Rust
- ๐ Internal and external events, or how to design event-driven API (Event-Driven.io) | #ContextMapping #EventsAsAPI #ExternalEvents #InternalEvents
- ๐งฐ ByteByteGoHq/system-design-101: Explain complex systems using visuals and simple terms. Help you prepare for system design interviews. | #CI/CD #CaseStudies #CommunicationProtocols #Database #FunctionalChecks #SystemDesign
- ๐ฆ DDD Europe 2024 CFP for DDD Foundations is open | #CFP #Conference
- ๐ฝ๏ธ A Daily Practice of Empirical Software Design - Kent Beck - DDD Europe 2023 - (YouTube)
- ๐ฝ๏ธ Airflow Summit 2023 replay is available (YouTube) | #Airflow
- ๐๏ธ ๐ซ๐ท La Grosse Conf, la confรฉrence Data & IA by OCTO Technology, sera le 27 mars 2023 | #AI #Data #GenerativeAI #MLOps #ResponsibleAI
- ๐ HashiConf 2023 recap. (by Glen Yu | Oct, 2023, Medium) | #Consul #EphemeralWorkspace #Nomad #Roadmap #Terraform #TestingFramewok #Vault
- ๐ Summary of the AWS Service Event in the Northern Virginia (US-EAST-1) Region (AWS) | #AWS #AWS STS #Lambda #LearningFromIncident #PostMortem
- ๐๏ธ ObservabilityCON 2023 will be in London, 14 - 15 November (GrafanaLabs) | #Grafana #K6 #LGTM-Stack #Logging #Loki #Observability #OpenTelemetry #Performance #SLI/SLO
- ๐งฐ GitHub - cloudcommunity/Free-Certifications: A curated list of free courses & certifications.
- ๐งฐ Is it Pokรฉmon or Big Data? | #BigData #Game #Pokemon
- ๐ Ruff v0.1.0 is out | #JupyterNotebooksSupport #Lint #Performance #Python #Python3.12 #Rust #WrittenInRust
- ๐งฐ tiangolo/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. The FastAPI of CLIs | #CLI #Click #Hug #Pydantic
- ๐ How Cloudflare mitigated yet another Okta compromise (Cloudflare) | #Security #TokenCompromised
- ๐ Your Code as a Crime Scene, Second Edition is out (end of Beta)
- ๐ฝ๏ธ ChatGPT & Copilot are NOT Refactoring Tools (Emily Bache on YouTube) | #EmilyBache #LLMsAreNotRefactoringTools
- ๐งฐ fraktalio/fmodel-rust: Domain modeling. Event sourcing. CQRS. Functional Domain Modeling with Rust | #DomainModelling #FunctionalProgrammingฮป #Rust
- ๐ Engineering Leadership Tactics: Building Alignment (Francisco Trindade) | #Alignment #Metrics #Lean #ImprovementKata #Consensus #Nemawashi #RFCs
- ๐ CAP Theorem: Use It to Choose an Open Source Database - Open Source For You | #CAP #Consistency #Availability #PartitionTolerance #Schema&Examples
- ๐ Fallacies of Distributed Systems (Mahdi Yusuf @ ArchitectureNotes) | #Schema&Examples #Latency #Network #Bandwidth #Security
- ๐ Twelve-factor app development on Google Cloud (Cloud Architecture Center) | #TwelveFactorApp #Methodology #GCP #Cloud
- ๐ Introducing Apache Kafka 3.6 (Confluent) | #Kafka #MajorRelease #ZookeeperDeprecated
- ๐ Auchan construit sa stratรฉgie Data adaptable autour du Data Mesh (ZDNet) | #DataMesh #Industry #French
- ๐ Data Mesh: Suez rรฉconcilie innovation et legacy (Alliancy) | #DataMesh #Industry #French
- ๐ A Brief, Incomplete and Mostly Wrong Devops Glossary (Earthly Blog) | #IDontKnowWhatSREIsAndAtThisPointImTooAfraidToAsk
- ๐ Creating Checklists for High Stakes Changes - Major Database Upgrade in Production (Nick Janetakis) | #Checklist #Database #Communication #Snapshot #FunctionalChecks
- ๐ The balancing act of reliability and availability (incident.io) | #Definitions #Availability #Reliability #The9sOfAvailability #Monitoring #FaultTolerance #DisasterRecovery
- ๐ Why LFI is a tough sell (Lorin Hochstein @ Surfing Complexity) | #LearningFromIncident #RootCauseAnalysis #SocioTechnicalSystems #MentalModel #Miscalibration #StructuralSecrecy
- ๐งฐ teivah/sre-roadmap: An Opinionated Roadmap to Become an SRE (Concepts > Tools) | #Concepts>Tools #Roadmap #SRE
- ๐ฆ Vinay Hiremath on Xย : "Today @loom is joining @Atlassian" | #Atlassian #Loom #Acquisition
- ๐ Welcoming Loom to the Atlassian team (Atlassian) | #Atlassian #Loom #Acquisition
- ๐ Culture Test vol. 1 : apprivoisez la complexitรฉ | #OCTOTechnology #WhitePaper #Culture
- ๐ฝ๏ธ Refactoring Skills: Extract Function | Guided Learning Hour (Emily Bache on YouTube) | #Refactoring #EmilyBache #Schema&Examples #Code
- ๐๏ธ The Managing Managers Podcast - Pat Kua
- ๐ Your software architecture is complex as your organization - Dr. Milan Milanovic | #Conway'sLaw #OrganizationalStructure #Amazon #Google #Microsoft #Facebook #Graphs #LinesOfCommunication #CodeQuality
- ๐งฐ The Engineering in Engineering Manager (slides from StretchCon2023) - Pat Kua | #EngineeringManagement #Definitions #Scope #Quality #Performance #Flow
- ๐งฐ jason718/awesome-self-supervised-learning: A curated list of awesome self-supervised methods | #SelfSupervised #MachineLearning #ComputerVision #NLP #Speech
- ๐ Goodbye to sequential integers, hello UUIDv7! - Buildkite | #UUID #v7 #TimeOrdered #MillisecondPrecision
- ๐ Mastodon : How we reduced the cost of building Twitter at Twitter-scale by 100x โ Red Planet Labs | #100xLessCode #Rama #Spring #S3 #Soapbox
- ๐ Seven Principles of Cloud-Native Architecture - Alibaba Cloud | #ServiceOriented #Elasticity #Observability #Resilience #ZeroTrustSecurity #DevOps
- ๐๏ธ P99 CONF is next week | #Performance #Optimization #CQRS
- ๐ Implementing Data Mesh - Jean-Georges Perrin, Eric Broda (O'Reilly)
- ๐ Data Mesh Canโt Win Without a Massive Culture Shift - Kim Thies | #DataMesh #Culture #Change
- ๐ The Data Product Strategy | Becoming Metrics-First - Animesh Kumar, Travis Thomspon, And Samadrita Ghosh | #DataProduct #Strategy #MetricModel #BCGFramework #FeedbackLoop
- ๐ A Brief Comparison of Database, Data Warehouse, Data Mart and Data Lake and these services in Azure. - Microsoft Community Hub | #Database #DataWarehouse #DataMart #DataLake #Azure
- ๐ฝ๏ธ Nadieh BremerโAmidst the visualization and art of data (Keynote, Outlier 2023) - YouTube | #Dataviz #Satellites #Space #DesignThinking
- ๐ Introduction to heredocs in Dockerfiles - Docker | #TodayILearned #Dockerfile #NoMoreRun&&
- ๐ hashicorp/terraform 1.6.0 is out | #S3BackendChanges #TerraformTest
- ๐ Docker Announces Docker AI - docker.com | #Docker #LLM #CodeGeneration #ContextSpecific
- ๐ jqlang/jq 1.7 is out
- ๐งฐ Unleash your inner #SSH ninja! ๐ฅท with "SSH Kung Fu" | Tyblog | SSH Kung Fu | #SSH #OpenSSH #Tunnelling #FileSystem #Proxy
- ๐ IBM taps AI to translate COBOL code to Java - TechCrunch | #Cobol #Java #IBM #CodeAssistantForIBMZ
- ๐ Exploring Wordle - how to programmatically find eligible answers for a Wordle game using Python (George V. Reilly) | #Wordle #Game #LettersConstraints #Bash #Pipes #Python
- ๐ฝ๏ธ Managing Software at Scale: Kelsey Hightower Talks with Niklas Gustavsson about Fleet Management - Spotify Engineering | #Spotify #Squad #Fleet #Monorepo #Polyrepo #Consensus #Backstage #DeveloperExperience #DevEx
- ๐ How to Eat an Elephant - Kent Beck | #Mainframe #Modernization #ComplexityPartitioning #Legacy
- ๐ Announcing Rust 1.73.0 | Rust Blog
- ๐ Go 1.21 is out
- ๐ Gradle 8.4 is out
- ๐ Python 3.12 is out _ Whatโs New In Python 3.12 โ Python documentation
- ๐ Announcing Mistral 7B (MistralAI) | #128kTokens #OpenSource #OpenSourceCode #OpenSourceWeights #SlidingWindowAttention #FlashAndFurious
- ๐ ChatGPT can now see, hear, and speak (OpenAI) | #ChatGPT #MultiModal #ChatAboutImages
- ๐ DALLยทE 3 is out (OpenAI)
- ๐ Scaling Kubernetes to 7,500 nodes (OpenAI) | #Kubernetes #Scalability #GPT-3 #CLIP #DALLยทE #GPU
- ๐ What Every Programmer Should Know About Memory (Ulrich Drepper, RedHat - 2007) | #Memory #Hardware #RAM #CPU #LowLevel
- ๐ฝ๏ธ Duck Conf 2023 replay is available ๐ฆ๐ซ๐ท | #Conference #Architecture #InformationSystem #SovereignCloud #DevOps #SRE #Analytics #Platform #GreenIT
- ๐๏ธ Duck Conf 2024 will be 26th of March ๐ฆ๐ซ๐ท | #Conference #Architecture
- ๐๏ธ PGConf NYC 2023 is this week | #PostgreSQL #Conference
- ๐งฐ Thoughtworks Technology Radar #29 (Sept. 2023) | #Technology #Radar #AIAssistedSoftwareDevelopment #HowProductiveIsMeasuringProductivity #LLM #DataProduct #DataProductThinking #RemoteSoftwareDelivery
- ๐ The State of Serverless 2023 (Datadog) | #Serverless #Adoption #FullyManagedContainerBasedServerless #GCP #AWS #Lambda #AZF
- ๐ Azure CLI 2.53.0 is out | #Azure #CLI
- ๐ Azure Functions: Node.js v4 programming model is Generally Available (Microsoft) | #AZF #NodeJS
- ๐ Support for Python 3.11 in Azure Functions generally available (Microsoft) | #AZF #Python
- ๐ฆ CRUD System vs Event Sourcing illustrated (Alex Xu) | #DynamicWorldBuilding #EventSourcing
- ๐ Evolution Patterns of Sociotechnical Systems (Amal Tahri @ DDDEurope2023)
- ๐ Scaling Kafka to Support PayPalโs Data Growth | by Monish Koppa (The PayPal Technology Blog) | #Paypal #Kafka #ClusterManagement #Monitoring #TrillionsOfMessagesPerDay #MoreThan85NodesKafkaCluster
- ๐ Apache Spark 3.5.0 is out | #GolangSupport #StructuredStreaming #ArrowPythonUDFs #DistributedML #RocksDB
- ๐ DuckDB 0.9.0 (Undulata) is out | #DuckDB #AWS #Azure #WASM #PySpark
- ๐ What happened at KubeCon Shanghai 2023 (Mauricio Salatino) | #Conference #Kubernetes #KMesh #Koordinator #Volcano #AI #Platform #FinOps #Dapr
- ๐ Why should I care about OpenTofu? (Marcin Wyszynski) | #OpenTofu #Terraform #Roadmap
- ๐ A Practical Step-by-Step Approach to Building a Platform (The New Stack, Hemanth Kavuluru) | #Roadmap #UseCases #Infrastructure #DeploymentAsAService #SRE #FinOps #Backstage #Rafay
- ๐ The Modernization Imperative: Shifting left is for suckers. Shift down instead (Richard Seroter, Google Cloud Blog) | #ShiftLeft #ShiftDown #EmpowerDevelopersThroughPlatformEngineering
- ๐ Product Principles at GitLab - Core organizational principles to build world class products | #AlwaysBeLearning #YouAreNotTheCustomer #BeDataDriven #MinimalViableChange #LearnFromFailures #ConventionOverConfiguration #AlwaysAllowForDeployingInProduction
- ๐ Bypassing the GIL for Parallel Processing in Python (Real Python) | #Parallelism #Concurrency #CPU #IO #MultiThread #GIL
- ๐ Pydantic 2.4.2 is out | #BugFix
- ๐ How I used GitHub Copilot Chat to build a ReactJS gallery prototype (The GitHub Blog, Senna Parsa) | #GithubCopilot #AIAssistedSoftwareDevelopment #ReactJS #Prototype #CopilotChat #Prompt #UnitTests
- ๐ How we reduced the size of our JavaScript bundles by 33% (Dropbox, Umair Nadeem and Rich Hong) | #JavaScript #Packaging #CodeSplitting #TreeShaking #Rollup
- ๐ Why are Cloud Development Environments Spiking in Popularity, Now? (Gergely Orosz) | #CDE #RemoteSoftwareDelivery #Monorepo #Productivity #Gitpod #Stackblitz #DevZero #Devpods
- ๐๏ธ Hacktoberfest 2023 has started | #Hacktoberfest #10thAnniversary #OpenSource #PullRequests
- ๐ Gartner Identifies Top Trends Shaping the Future of Data Science and Machine Learning | #CloudDataEcosystems #EdgeAI #ResponsibleAI #DataCentricAI #Industry #Trends
- ๐ Microsoft says it will take the heat if Copilot AI commercial users get sued - The Verge | #Copyright #Law #Industry #GithubCopilot
- ๐งฐ MilesCranmer/awesome-ml-demos: Curated list of interactive ML demos | #MachineLearning #InteractiveDemo #Code
- ๐ Domain-Driven Cloud: Aligning Your Cloud Architecture to Your Business Model (InfoQ - Ryan Shriver & Chris Belyea) | #DomainDrivenCloud #BizDevOps
- ๐ What is Example-Mapping? - How to coach developers to get a chat with their product experts (Philippe Bourgau) | #Discussion #Collaboration #Workshop #Product #Scoping #BehaviorDrivenDevelopment
- ๐ OpenTF, the open-source alternative to Terraform, becomes OpenTofu (Linux Foundation) | #
- ๐ docker compose v2.22.0 is out | #Docker #DockerCompose
- ๐งฐ superfly/corrosion: Gossip-based service discovery (and more) for large distributed systems - A Rust alternative to Consul | #ServiceDiscovery #Rust #GossipBased
- ๐ Netflixโs historic introduction of levels for software engineers - The Pragmatic Engineer (Gergely Orosz) | #CarreerFramework #SeniorEngineer #StaffEngineer #PrincipalEngineer #IndividualContributor
- ๐ Github Issue - New name for the OpenTF project ยท #296 ยท opentofu/opentofu | #Discussion #RenamingOpenTFtoOpenTofu
- ๐ฝ๏ธ TypeScript Origins: The Documentary - YouTube | #TypeScript #2HoursLongVideo
- ๐งฐ QrGPT - Free Cool-looking AI QR Code generator | #OpenSource
- ๐ฆ The Platform Maturity Model (by The NewStack) | #MaturityModel #Adoption #UserExperience #OrganizationalStructure #Funding
- ๐ Three Economies, an Introduction - Jabe Bloom | #BusinessPlatform #Differenciation #Scale #Scope #DDD
- ๐๏ธ BackstageCon NA will be in November 2023 | #Conference
- ๐ Backstage v1.18.0 is out | #DeveloperPlatform #SoftwareCatalog
- ๐ฆ Pydantic won't be dropping Python 3.7 support in version 2.4 since they still have 21% (~4m) downloads of 2.3 using it (Pydantic on X/Twitter) | #Python #DropPython3.7 #DataDrivenDecision
- ๐ฝ๏ธ EuroPython 2023 videos have been released on YouTube | #EuroPython #Conference #VOD #CzechRepublic
- ๐ Poetry 1.6.0 is out | #
- ๐ Death by a thousand microservices (Andrei Taranchenko) | #JavaScript #FAANG #VentureCapital #Microservices #MicroservicesHype #Monolith
- ๐งฐ Google Online Security Blog: Scaling Rust Adoption Through Training (Google) | #LearningResource #Rust #BareMetal #Android #Concurrency #Free
- ๐งฐ Resources on TDD (Test-Driven Development) (Sรฉbastien Roccaserra) | #Design #TestDrivenDevelopment #TDD #Mock #Refactoring
- ๐งฐ SQL join flavors - Anton Zhiyanov | #SQL #Joins #Qualified #Natural #Cross #Partitioned #Lateral
- ๐ฆ joonspk-research/generative_agents - Interactive Simulacra of Human Behavior | #GenerativeAgents #Simulation #VideoGames
- ๐ Open challenges in LLM research | #LLM #Hallucination #Optimization #GPUAlternatives
- ๐ Do Machine Learning Models Memorize or Generalize?
- ๐ How to choose a containerized service on AWS (AWS documentation)
- ๐ Announcing AWS Dedicated Local Zones
- ๐ PostgreSQL 16 Release Candidate 1 is now available in Amazon RDS Database Preview Environment
- ๐ Pandas 2.1.0 is out
- ๐งฐ jqnatividad/qsv: CSVs sliced, diced & analyzed | #CLI #CSVManipulation
- ๐ PostgreSQL 16 is out | #Performance #Monitoring #Replication #Localization
- ๐ How Back Market SREs prepared for Black Friday (Mathieu Garstecki)
- ๐ How DoorDash Migrated from StatsD to Prometheus - DoorDash Engineering Blog | #StatsD #Prometheus #Monitoring #Performance #UDP
- ๐ OpenTF Announces Fork of Terraform | #Terraform #Fork #Roadmap #AvailableSoon
- ๐ When Taylor Swift crashed Ticketmaster: A lesson on scaling for spikes | by Fahim ul Haq | Dev Learning Daily
- ๐งฐ Pants - The ergonomic build system | #Python #Go #Java #Scalability #Shell #Concurrency #Caching #MonorepoCompatible
- ๐งฐ monorepo.tools - resources and tooling about monorepos | #Monorepo #Definitions #NotMonolith #Polyrepo
- ๐งฐ terraform-best-practices.com - a collection of best practices (naming, styling, โฆ) | #Terraform #BestPractices
- ๐ Hello, I'm Mr. Null. My Name Makes Me Invisible to Computers | #ImpactOfSoftwareOnRealLife #NullSafe #Trivia๐
- ๐ Toyotaโs Japanese production was halted due to insufficient disk space | Ars Technica | #SystemMonitoring #HighAvailability #Trivia๐
- ๐งฐ chebykinn/sedmario: NES Super Mario Bros level 1 written in pure sed!
- ๐ Measuring developer productivity? A response to McKinsey (Part 1) - Gergely Orosz & Kent Beck | #SoftwareEngineeringCycle #Measure #Tradeoffs #DORA
- ๐ Measuring developer productivity? A response to McKinsey (Part 2) - Gergely Orosz & Kent Beck | #TeamVsIndividualPerformance #Management #CostOfEngineering #Goodhart'sLaw
- ๐ Yes, you can measure software developer productivity (McKinsey)
- ๐ฝ๏ธ Dave Farley - My Response To The NONSENSE McKinsey Article On Developer Productivity
- ๐ Serverless Bun vs Node: Benchmarking on AWS Lambda | #Benchmark #Performance #AWS #CloudWatch #X-Ray
- ๐ Bun 1.0 is out | #JavaScript #Runtime #Lightweight #Fast
- ๐ฆ Hype Cycle of Artificial Intelligence 2023 - Gartner | #NeuroSymbolicAI #CausalAI #ArtificialGeneralIntelligence #NeuromorphicComputing #GenerativeAI #KnowledgeGraphs
- ๐ NeurIPS 2023 Machine Unlearning Challenge | #AI #LLM #RightToBeForgotten #Privacy #Regulations
- ๐ Patterns for building LLM based systems and products (Eugene Yan) | #Evaluation #BLEU #ROUGE #RetrievalAugmentedGeneration #Hallucination #FineTuning
- ๐ State of AI 2023 (McKinsey) | #StateOfTheArt #GenerativeAI
- ๐ The NeverEnding Game: How AI Will Create a New Category of Games (Jonathan Lai) | #VideoGames #GenerativeAgents #Personalization #NarrativeStorytelling #DynamicWorldBuilding
- ๐ฝ๏ธ JupyterCon 2023 videos are available | #Conference #JupyterNotebooks #JupyterLab #JupyterHub
- ๐๏ธ NeurIPS 2023 will happen Sunday Dec. 10 through Saturday Dec. 16 | #NeurIPS #Conference #MachineLearning #Neuroscience
- ๐งฐ kelvins/awesome-mlops - A curated list of awesome MLOps tools | #AutoML #DataCatalog #MachineLearningPlatform #ModelFairness #Privacy
- ๐ฝ๏ธ Best Kafka Summit vรญdeos - Recording and slides of talks @ Kafka Summit since 2018 (kafka.apache.org) | #Kafka #Fundamentals #Internals #UseCases
- ๐งฐ Architecting disaster recovery for cloud infrastructure outages on GCP | #DisasterRecovery #DDDEurope2023 #Resilience #Availability #RPO #RTO #CapabilityMapping
- ๐ Prime Day 2023 โ All the Numbers (AWS) | #AWS #Petabytes #TrillionsOfRequests
- ๐ New Seventh-Generation General Purpose Amazon EC2 Instances (M7i-Flex and M7i) | #AWS #EC2 #IntelยฎXeonยฎScalable
- ๐งฐ State of Cloud 2023 (by Pluralsight) | #StateOfTheArt
- ๐ฝ๏ธ MLโDB Seminar Series - Implementation details of Machine Learning for databases & DB for ML (Carnegie Mellon University) | #AI #Databases #QueryOptimizer #RedShift #BigQuery #DuckDB #Snowflake #Databricks #OLAP
- ๐ Prometheus Now Supports OpenTelemetry Metrics | #Prometheus #OpenTelemetry #OTLP #CNCF
- ๐ Docker init - a new command to initialize dockerfiles | #Docker #Dockerfile #Dockerignore #DockerCompose
- ๐ First release of JQ in the last 5 years | #JSONQuery #NewMaintainers #GithubActions #DockerImages
- ๐งฐ alebcay/awesome-shell - A curated list of awesome command-line frameworks, toolkits, guides and gizmos | #Shells #CLI #Productivity
- ๐ฝ๏ธ Python Web Conf 2023 videos are available | #Conference #PWC2023
- ๐งฐ satwikkansal/wtfpython - Exploring and understanding Python through surprising snippets | #Quirks #WTF #CodeSamplesWithExplanations
- ๐ Common design patterns at Stripe (Paul Asjes) | #AvoidJargon #PreferEnumsOverBooleans #DesignForExtensibility
- ๐ Don't write clean code, write CRISP code (John Arundel) | #Golang #Correct #Readable #Idiomatic #Simple #Performant
- ๐งฐ TIL - Callouts are available in Github-flavored Markdown | #Markdown #TodayILearned #LivingDocumentation #HierarchyOfInformation
- ๐ Speeding up the dbtโข docs by 20x with React Server Components | #Performance #SlowLoadTime #ReactServerComponents #Lighthouse #NextJS
- ๐๏ธ E33: The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research (The Cognitive Revolution "How AI Changes Everythingโ) | #TinyModels #HuggingFace
- ๐ Bad numbers in the โgzip beats BERTโ paper?
- ๐ Perspectives on diffusion | #DiffusionModels #AutoEncoders #LatentVariables
- ๐ Plot Twist : Stack Overflow is announcing OverflowAI | #AI #Platform #Agent
- ๐ The Fall of Stack Overflow ? - Diminution of traffic of about 35% in the last year (dataviz) | #ChatGPT #Cannibalization
- ๐ TensorFlow 2.13 and Keras 2.13 are out
- ๐งฐ AntonOsika/gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
- ๐งฐ Automated code reviews with code-review-gpt | #DeadCode #ExposedSecrets #CodeReview
- ๐งฐ Compilation of high-profile real-world examples of failed machine learning projects | #BadStartupIdeas #Fail #Bias #Overfit #Trivia๐
- ๐ Interesting Learnings from Outages (Real-World Engineering Challenges #10) | #Investigation #PostMortem #DNS #Caching #Github #Reddit #SLI/SLO
- ๐งฐ Catalog of 65 integration patterns (Enterprise Integration Patterns, Gregor Hohpe)
- ๐๏ธ The Promise of Serverless (SaaS for Developers podcast, by Gwen Shapira) | #AWS #S3 #Performance #Scalability #FinOps
- ๐ AWS Begins Charging For Public IPv4 Addresses
- ๐ Building and operating a pretty big storage system called S3 | #AWS #S3 #Performance #Cost
- ๐ State of databases 2023 (producthunt.com) | #SQL #NoSQL #ORM #Cost #Provider #BI #DataWarehouse #Popularity
- ๐ฝ๏ธ InfluxDB 3.0 is a rewrite of InfluxDB in Rust (
โ ๏ธ ย video protected by a form) | #Rust #InfluxDB #TSDB #LowLevel #Performance - ๐๏ธ PGDay UK 2023 will be on September 12 in London | #PostgreSQL #Conference
- ๐งฐ 10 Postgres tips for beginners (Nikolay Samokhvalov) | #PostgreSQL #Tuples #Explain #Analyze #DBeaver #DataGrip #Postico #Logging #Checksums #AutoVacuum
- ๐ฆ Ansible creator teases JetPorch, a new automation project written in Rust | #JetPorch #Rust #Automation #Platform
- ๐๏ธ PromCon EU 2023 will be on September 28 - 29 in Berlin, CFP is still open | #Prometheus #Conference #TSDB
- ๐ Task v3.28.0 is out, with the ability to loop over commands + tasks using โforโ keyword | #Automation #GNUMake #YAML
- ๐งฐ awesome-prometheus | #Toolbox #Monitoring #Metrics #Alerting #Grafana #Prometheus
- ๐งฐ kelseyhightower/kubernetes-the-hard-way | #Tutorial #LearningResource #KubernetesTheHardWay
- ๐ Ditch Epics & User Stories and Focus on Outcomes (Ant Murphy) | #Epics #Hypothesis #Experimentation #Opportunity
- ๐ dabeaz-course/python-mastery | #LearningResource #Generators #Coroutines #Concurrency #Metaprogramming
- ๐ Prefect 2.11.0 & 2.11.1 are out | #Orchestrator #Observability #Piepline
- ๐ฆ Universal and Transferable Adversarial Attacks on Aligned Language Models (website, paper and code) | #AI #LLM #GPT-4 #PaLM-2 #Prompt #Hack
- ๐ How to Find Advanced Persistent Threats in your Security Logs | #AWS CloudTrail #GithubAuditLogs
- ๐ฆ Codecov is now opensource | #CodeCoverage #CodeQuality
- ๐ Postman acquires Akita for automated API observability | #Industry
- ๐งฐ How GenAI effects our software delivery practices (Martin Fowler, Birgitta Bรถckeler) | #GithubCopilot #ChatGPT #GPTEngineer #Meta'sCodeCompose
- ๐ฆ kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification (Riley Goodside) | #Gzip #BERT #Benchmark #TextClassification
- ๐ FTC investigates OpenAI over data leak and ChatGPTโs inaccuracy (Washington Post) | #OpenAPI #ChatGPT #ConsumerProtectionLaws #Industry #SlidesDeck
- ๐ Large Language Models: From Prototype to Production (Ines Montani, EuroPython2023 keynote) | #LLM #NLP #NER #Spacy #Prodigy
- ๐ Llama 2: Open Foundation and Fine-Tuned Chat Models (paper - Meta AI) | #R&D #Paper
- ๐ Llama 2: Open source, free for research and commercial use (website - Meta AI) | #
- ๐ Llama 2: Statement of Support for Metaโs Open Approach to Todayโs AI | #
- ๐ฝ๏ธ Compliant Mechanisms that learn - Mechanical Neural Network Architected Materials | #R&D #Physics #NeuralNetworks #ArchitectedMaterial
- ๐ How platform teams get stuff done (Pete Hodgson, martinfowler.com) | #Platform #Productivity #Adoption #Collaboration #TeamTopologies #Conway'sLaw
- ๐ RedisGraph End-of-Life Announcement | #Redis #RedisGraph #Sunset
- ๐ฝ๏ธ [Live coding] C4 Models as Code โข Simon Brown โข YOW! 2022 | #DiagramAsCode #C4Model #LivingDocumentation #C4PlantUML #Structurizr
- ๐๏ธ ๐ซ๐ท Introduction ร Domain-Driven Design avec Nelson da Costa (Podcast Cafรฉ Craft) | #DDD #Introduction
- ๐ฆ DDDEurope2024โs call for proposal is open | #Conference #CFP #SoftwareModelling
- ๐งฐ datamesh-architecture.com : why, what, and how of Data Mesh with examples | #Toolbox #DataProduct #TechStack #DataContract
- ๐ฝ๏ธ ๐ซ๐ท Laissez tomber vos Dockerfile, adoptez un buildpack ! (Julien Wittouck, Sunny Tech 2023) | #Conference #Docker #Buildpack #Pack #Distroless #SBOM #Paketo
- ๐ฝ๏ธ ๐ซ๐ท Suivez vos applications ร la trace grรขce ร OpenTelemetry (Julien Tanguy, Sunny Tech 2022) | #Conference #OpenTelemetry #OTLP #LiveDemo
- ๐ Terraform 1.6.0-alpha available soon, โtestโ command not experimental anymore | #Terraform
- ๐งฐ awesome-cloud-native | #CloudNative
- ๐งฐ ๐ trimstray/the-book-of-secret-knowledge | #Bible #AdminSys #Network #DevOps #PenTest #Shell #Hack
- ๐ Living Documentation (Cyrille Martraire) | #LivingDocumentation #KnowledgeAugmentation #EvergreenDoc
- ๐ JSONSchema | #DataDocumentation #DataContract #DataValidation
- ๐ coveooss/json-schema-for-humans | #JSONSchemaToHTML #JSONSchemaToMarkdown
- ๐งฐ Self-Documented Makefile (Franรงois Zaninotto) | #Automation #LivingDocumentation #GNUMake #RecList #DeveloperExperience #Shell
- ๐ฝ๏ธ Work Anywhere: Managing Remote Engineering Teams at Airbnb (Jessica Tai โข YOW! 2022) | #FullRemote #WorkFromAnywhere #MultipleTimezones #RemoteManager #DesignDocs #RFCs #NoAgendaNoMeeting
- ๐งฐ Gitlabโs Objectives and Key Results (OKRs) handbook | #OKR
- ๐ 10 Best Practices for Logging in Python (BetterStack) | #Logging #LoggingConfig #Loguru #StructuredLogging #python-json-logger
- ๐ Asyncio Evolved: Enhanced Exception Handling with TaskGroup in Python 3.11(Junya Fukuda, EuroPython 2023) | #SlidesDeck #AynscIO #TaskGroup
- ๐ PEP 710 (draft) โ Recording the provenance of installed packages | #PEP #SBOM #Auditability #Security
- ๐ ๐ต Blue : a somewhat less uncompromising code formatter thanย โซ Black, the OG of Python formatters | #Style #Lint
- ๐ Cython 3.0.0 is out | #C #Performance #LowLevel
- ๐ Security Developer-in-Residence โ Weekly Report #2 (Seth Larson) - On the importance of having a SBOM (Software Bill of Materials) | #PEP #PEP710 #SBOM #Security
- ๐งฐ Explaining JSON Web Token (JWT) to a 10 year old Kid (ByteByteGo) | #JWT #Infographics
- ๐ Object Calisthenics (William Durand, 2013) | #SOLID #CleanCode #CodeReadability #SlidesDeck
- ๐งฐ Egoless Crafting: Practicing Software Craftsmanship with Ego-Resiliency | #SoftSkills #EgolessProgramming #Manifesto
- ๐ฆ Franรงois Chollet - Introducing Keras Core: Keras for TensorFlow, JAX, and PyTorch | #Keras #TensorFlow #JAX #PyTorch
- ๐ Actors say Hollywood studios want their AI replicas โ for free, forever (2023โs strike) | #Trivia๐ #Industry #AI #Copyright #ActorsStrike
- ๐ How Alexa learned to speak with an Irish accent | #Trivia๐ #ChatBot๐ค๐ฃ๏ธ #TextToSpeech
- ๐ Skyrim Mod Powered by ChatGPT Gives NPCs Memories | #Trivia๐ #VideoGames #ChatGPT
- ๐ State of Computer Vision 2023 (Sebastian Raschka) | #StateOfTheArt #ComputerVision #LLM #Transformers #GenerativeAI #Attention #DiffusionModels
- ๐ฝ๏ธ Andrej Karpathyโs state of GPT (@Microsoft Build 2023) | #ChatGPT #LLM #Training #DataCollection #LLama๐ฆ
- ๐ Cloudflare is moving away from Nginx (2022) | #Network #Nginx #Pingora #Rust #Cloudflare
- ๐ PostgreSQL: No More VACUUM, No More Bloat (Alexander Korotkov) | #Database #PostgreSQL #LowLevel
- ๐ฝ๏ธ Fabulous Fortunes, Fewer Failures, and Faster Fixes from Functional Fundamentals - Scott Havens (DOES2019 Las Vegas) | #Kakfa #Production #EventSourcing #ConferenceTalk #FunctionalProgrammingฮป
- ๐งฐ Software architecture hype cycle (Milan Milanovic) | #SoftwareEngineering #CQRS #Serverless #Microservices #Adopt
- ๐งฐ Tech blogs & talks from (at least) 30 companies that run Kafka in production | #Kafka #Industry #Production
- ๐ฆ Introducing Polygon 2.0 and transition from MATIC to POL | #Blockchain #Polygon #Token #Governance
- ๐ Announcing DynamoDB local version 2.0 | #AWS
- ๐ Azure AD is becoming Microsoft Entra ID | #Azure
- ๐ Lessons learned - Discontinuation of InfluxDB Cloud in AWS Sydney and GCP Belgium | #MeaCulpa #PostMortem #InfluxDB #DataLoss
- ๐ Understanding AWS Lambda proactive initialization (Aaron Stuyvenberg) | #AWS #Lambda #ColdStart #WarmUp
- ๐ PayPal open sources its data contract template | #DataQuality #Contract #Schema
- ๐งฐ paypal/data-contract-template - Template for a data contract used in a data mesh | #DataQuality #Contract #Schema #YAML
- ๐ The rise of open standards in observability: highlights from KubeCon | #CNCF #OpenTelemetry #OpenCensus #Prometheus #KubeCon
- ๐ Keycloak 22.0.0 is out
- ๐ OpenTelemetry Protocol (OTLP) version 1.0 is out (Dotan Horovits) | #OpenTelemetry #1.0.0
- ๐ docker compose 2.20.0 is out
- ๐ Love Letter To Clojure (Part 1) (Gene Kim, 2019) | #Clojure #FunctionalProgrammingฮป #LISP
- ๐งฐ F# for Fun and Profit | #F# #LearningResource
- ๐งฐ Misleading roadmap | Honest roadmap | Strategic roadmap | #Roadmap #Linearity #Strategy #Agility
- ๐ฆ Meta commits to dedicate three engineer-years to implement the removal of the GIL from Python | #SoftwareEngineering #LowLevel #Performance
- ๐๏ธ Airflow summit 2023 will take place on September 19th to 21st | #Airflow #Conference #DataMesh
- ๐ Condaโs dependency solver switching to libmamba this month | #Conda #Anaconda #Miniconda #Mamba #Performance
- ๐ Great Expectations 0.17.5 is out | #SoftwareEngineering #DataQuality #open-source
- ๐ Uvicorn 0.23.0 is out | #WebServer #ASGI
- ๐ Google Claims Latest Quantum Experiment Would Take Decades on Classical Computer | #Trivia๐ #Industry #R&D
- ๐ PyLoose: Python-based fileless malware targets cloud workloads to deliver cryptominer | #Python #Malware #memfd
- ๐ The massive bug at the heart of the npm ecosystem | #NPM #NodeJS #Security
- ๐ How Google Measures and Manages Tech Debt (Abi Noda) | #TechnicalDebt #Productivity #CodeQuality #SystemsThinking #MaturityModel
- ๐๏ธ DDD Europe 2024 will happen on May 27-31 2024 in Amsterdam | #Conference #DDD
- ๐ โฐ Understanding SVG Paths | #Animation, #Bezier, #Cursor, #Demo, #Line, #SVG
- Contributed by @rfrenoy
- ๐ AI Could Change How Blind People See the World | #R&D #GPT-4
- ๐ Introducing English as the New Programming Language for Apache Spark | #Spark #Databricks #AI #Data
- ๐ The Rise of Applied AI Engineers and the Shift in AI Skillsets | #MLOps #AI #DataScience #Software Engineering
- ๐ Urtopia Unveils the World's First Smart E-Bike with ChatGPT Integration at EUROBIKE 2023 | #Trivia ๐ #ChatGPT
- ๐ AWS SQS, SNS, Kinesis, EventBridge : How to choose ? | #AWS #SQS #SNS #Kinesis #EventBridge #Queue #Messaging
- ๐ Implementing AWS Well-Architected best practices for Amazon SQS โ Part 1 | #AWS #event-driven #Cloud #SQS #Queue
- ๐ Implementing AWS Well-Architected best practices for Amazon SQS โ Part 2 | #AWS #event-driven #Cloud #SQS #Queue
- ๐ Implementing AWS Well-Architected best practices for Amazon SQS โ Part 3 | #AWS #event-driven #Cloud #SQS #Queue
- ๐ Microsoft Azure generated 34b in revenue in FY22, about half of the revenue of AWS | #Trivia ๐ #Industry
- ๐ Balancing Coupling in Software Design (Vladik Khononov) | #DDDEurope2023 #KanDDDinsky2022 #Software Engineering
- ๐ Retour sur la confรฉrence EventSourcing Live @ DDD Europe 2023 (Mehdi Houacine, Sofia Calcagno) | #Conference #event-driven #Architecture
- ๐ Systems thinking in large-scale modeling (Xin Yao) | #DDDEurope2023 #OOP23Munich #Methodology #FeedbackLoop #SystemsThinking
- ๐งฐ Wardley Mapping templates (Tangible concepts) | #Toolbox #DDD #Wardley map
- ๐ Ecosystem of Data Products > Centralized Data Platform | #Data #Governance #Architecture
- ๐งฐ Jacek Majchrzakโs Data Bazaar Workshop | #Methodology #Toolbox
- ๐ PostgreSQL 14 internals - Edgar Gorovโs free book to deep dive into the server mechanics | #PostgreSQL #Low-level #Performance #Architecture
- ๐ JunoDB: PayPalโs Key-Value Store Goes Open-Source | #open-source #KV store #NoSQL
- ๐ 2023 SRE Report (CatchPoint) | #SRE #DevOps #AIOps
- ๐ 8 Terraform continuous validation use cases for AWS, Google Cloud, and Azure | #Terraform #Cloud #AWS #Azure #GCP
- ๐ฝ๏ธ Replay of HashiDays 2023 | #Terraform #Security #Cloud #Conference
- ๐ How Canva saves millions annually in Amazon S3 costs | #Cloud #AWS #S3 #FinOps
- ๐งฐ FinOps Principles (FinOps Foundation) | #FinOps #Methodology #Cloud
- ๐ Building LLM applications for production (Chip Huyenโs blog) | #LLM #MLOps
- ๐ The Post-Modern Stack, Joining the modern data stack and the modern ML stack | #MLOps #Metaflow #ModernDataStack #dbt #snowflake #S3 #Sagemaker #RecList
- ๐ฝ๏ธ Building LLM Applications for Production // Chip Huyen @ LLMs in Prod Conference | #LLM #Conference #MLOps
- ๐๏ธ EuroPython2023 conference will be in Prague (July 17-23) | #Conference #Python #Architecture #OpenAPI #Design
- ๐ FastAPI 0.100.0 is out and supports Pydantic V2 | #Web #Rust #Performance #OpenAPI
- ๐งฐ CodeCarbon, a Python library to track carbon emissions from your computer | #GreenIT #Software Engineering
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