Issue #12 - 23 Oct. 2023

Issue #12

23 Oct. 2023

AI 🤖

• 📝 Improving Image Generation with Better Captions ( DALL-E 3, OpenAI, 2023) | #CaptionImprovement #DALL·E #ResearchPaper
• 📝 Multimodality and Large Multimodal Models (Chip Huyen) | #CLIP #Flamingo #MultiModal #Speech #Vision
• 📝 State of AI Report 2023 (Nathan Benaich, AirStreetCapital) | #AlphaZero #ComputeIsTheNewOil #DeepMind #DiffusionModels #GPT-4 #GenerativeAI #LLM #LLama🦙 #PaLM-E #RLHF #Robotics
• 📝 🇫🇷 Construire son RAG (Retrieval Augmented Generation) grâce à langchain: L’exemple de l’Helpdesk d’OCTO - (Florian BASTIN, Nicolas CAVALLO - Blog OCTO Talks !) | #LangChain #RetrievalAugmentedGeneration
• 📝 🇫🇷 Docaposte lance son offre d’IA générative et souveraine (ChannelNews.fr) | #Alfred40B #Europe #GenerativeAI #LaPoste #NumSpot #Outscale #SecNumCloud #SovereignCloud
• 📽️ Training AI to Play Pokemon with Reinforcement Learning (video & code, Peter Whidden) | #Pokemon #PokemonRed #ReinforcementLearning
• 🗓️ First edition of COLM (Conference On Language Models) is announced for Oct. 2024, CFP is open | #CFP #Conference #LLM
• 🗓️ apply(ops)23 will be 14 November (virtual conference) (Tecton) | #LLM #MLOps #MachineLearningEngineering #MultiCloud

Architecture 📐

• 📝 Announcing updates to the AWS Well-Architected Framework guidance (AWS Architecture Blog) | #CostOptimization #OperationalExcellence #Reliability #Security #Sustainability
• 📝 Building a reliable notification system - (Joseph-Emmanuel Banzio, Contentsquare Engineering Blog) | #ContentSquare #Grafana #Kafka #Microservices #Notification #Observability #Scalability #UserJourney
• 📝 How Zalando migrated their shopping carts to Amazon DynamoDB from Apache Cassandra (AWS Database Blog) | #ApacheCassandra #CaseStudies #DynamoDB #Migration
• 📝 How we built Pingora, the proxy that connects Cloudflare to the Internet (Cloudflare) | #HTTP #Nginx #Optimization #Performance #Proxy #Rust
• 📝 Internal and external events, or how to design event-driven API (Event-Driven.io) | #ContextMapping #EventsAsAPI #ExternalEvents #InternalEvents
• 🧰 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

DDD 📘

• 🐦 DDD Europe 2024 CFP for DDD Foundations is open | #CFP #Conference
• 📽️ A Daily Practice of Empirical Software Design - Kent Beck - DDD Europe 2023 - (YouTube)

Data 💾

• 📽️ Airflow Summit 2023 replay is available (YouTube) | #Airflow
• 🗓️ 🇫🇷 La Grosse Conf, la conférence Data & IA by OCTO Technology, sera le 27 mars 2023 | #AI #Data #GenerativeAI #MLOps #ResponsibleAI

DevOps & SRE 🛠️

• 📝 HashiConf 2023 recap. (by Glen Yu | Oct, 2023, Medium) | #Consul #EphemeralWorkspace #Nomad #Roadmap #Terraform #TestingFramewok #Vault
• 📝 Summary of the AWS Service Event in the Northern Virginia (US-EAST-1) Region (AWS) | #AWS #AWS STS #Lambda #LearningFromIncident #PostMortem
• 🗓️ ObservabilityCON 2023 will be in London, 14 - 15 November (GrafanaLabs) | #Grafana #K6 #LGTM-Stack #Logging #Loki #Observability #OpenTelemetry #Performance #SLI/SLO

Miscellaneous 🎆

• 🧰 GitHub - cloudcommunity/Free-Certifications: A curated list of free courses & certifications.
• 🧰 Is it Pokémon or Big Data? | #BigData #Game #Pokemon

Python 🐍

• 🚀 Ruff v0.1.0 is out | #JupyterNotebooksSupport #Lint #Performance #Python #Python3.12 #Rust #WrittenInRust
• 🧰 tiangolo/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. The FastAPI of CLIs | #CLI #Click #Hug #Pydantic

Security☣️

• 📝 How Cloudflare mitigated yet another Okta compromise (Cloudflare) | #Security #TokenCompromised

Software Engineering ⚙️

• 📚 Your Code as a Crime Scene, Second Edition is out (end of Beta)
• 📽️ ChatGPT & Copilot are NOT Refactoring Tools (Emily Bache on YouTube) | #EmilyBache #LLMsAreNotRefactoringTools
• 🧰 fraktalio/fmodel-rust: Domain modeling. Event sourcing. CQRS. Functional Domain Modeling with Rust | #DomainModelling #FunctionalProgrammingλ #Rust

Issue #11 - 16 Oct. 2023

Issue #11

16 Oct. 2023

(Engineering) Management 👔

• 📝 Engineering Leadership Tactics: Building Alignment (Francisco Trindade) | #Alignment #Consensus #ImprovementKata #Lean #Metrics #Nemawashi #RFCs

Architecture 📐

• 📝 CAP Theorem: Use It to Choose an Open Source Database - Open Source For You | #Availability #CAP #Consistency #PartitionTolerance #Schema&Examples
• 📝 Fallacies of Distributed Systems (Mahdi Yusuf @ ArchitectureNotes) | #Bandwidth #Latency #Network #Schema&Examples #Security
• 📝 Twelve-factor app development on Google Cloud (Cloud Architecture Center) | #Cloud #GCP #Methodology #TwelveFactorApp
• 🚀 Introducing Apache Kafka 3.6 (Confluent) | #Kafka #MajorRelease #ZookeeperDeprecated

Data Mesh 🥅

• 📝 Auchan construit sa stratégie Data adaptable autour du Data Mesh (ZDNet) | #DataMesh #French #Industry
• 📝 Data Mesh: Suez réconcilie innovation et legacy (Alliancy) | #DataMesh #French #Industry

DevOps & SRE 🛠️

• 📝 A Brief, Incomplete and Mostly Wrong Devops Glossary (Earthly Blog) | #IDontKnowWhatSREIsAndAtThisPointImTooAfraidToAsk
• 📝 Creating Checklists for High Stakes Changes - Major Database Upgrade in Production (Nick Janetakis) | #Checklist #Communication #Database #FunctionalChecks #Snapshot
• 📝 The balancing act of reliability and availability (incident.io) | #Availability #Definitions #DisasterRecovery #FaultTolerance #Monitoring #Reliability #The9sOfAvailability
• 📝 Why LFI is a tough sell (Lorin Hochstein @ Surfing Complexity) | #LearningFromIncident #MentalModel #Miscalibration #RootCauseAnalysis #SocioTechnicalSystems #StructuralSecrecy
• 🧰 teivah/sre-roadmap: An Opinionated Roadmap to Become an SRE (Concepts > Tools) | #Concepts>Tools #Roadmap #SRE

Miscellaneous 🎆

• 🐦 Vinay Hiremath on X : "Today @loom is joining @Atlassian" | #Acquisition #Atlassian #Loom
• 📝 Welcoming Loom to the Atlassian team (Atlassian) | #Acquisition #Atlassian #Loom

Software Engineering ⚙️

• 📚 Culture Test vol. 1 : apprivoisez la complexité | #Culture #OCTOTechnology #WhitePaper
• 📽️ Refactoring Skills: Extract Function | Guided Learning Hour (Emily Bache on YouTube) | #Code #EmilyBache #Refactoring #Schema&Examples

Issue #10 - 9th Oct. 2023

Issue #10

9th Oct. 2023

AI 🤖

• 🧰 jason718/awesome-self-supervised-learning: A curated list of awesome self-supervised methods | #ComputerVision #MachineLearning #NLP #SelfSupervised #Speech

Architecture 📐

• 📝 Goodbye to sequential integers, hello UUIDv7! - Buildkite | #MillisecondPrecision #TimeOrdered #UUID #v7
• 📝 Mastodon : How we reduced the cost of building Twitter at Twitter-scale by 100x – Red Planet Labs | #100xLessCode #Rama #S3 #Soapbox #Spring
• 📝 Seven Principles of Cloud-Native Architecture - Alibaba Cloud | #DevOps #Elasticity #Observability #Resilience #ServiceOriented #ZeroTrustSecurity
• 🗓️ P99 CONF is next week | #CQRS #Optimization #Performance

Data Mesh 🥅

• 📚 Implementing Data Mesh - Jean-Georges Perrin, Eric Broda (O'Reilly)
• 📝 Data Mesh Can’t Win Without a Massive Culture Shift - Kim Thies | #Change #Culture #DataMesh
• 📝 The Data Product Strategy | Becoming Metrics-First - Animesh Kumar, Travis Thomspon, And Samadrita Ghosh | #BCGFramework #DataProduct #FeedbackLoop #MetricModel #Strategy

Data 💾

• 📝 A Brief Comparison of Database, Data Warehouse, Data Mart and Data Lake and these services in Azure. - Microsoft Community Hub | #Azure #DataLake #DataMart #DataWarehouse #Database
• 📽️ Nadieh Bremer—Amidst the visualization and art of data (Keynote, Outlier 2023) - YouTube | #Dataviz #DesignThinking #Satellites #Space

DevOps & SRE 🛠️

• 📝 Introduction to heredocs in Dockerfiles - Docker | #Dockerfile #NoMoreRun&& #TodayILearned
• 📝 hashicorp/terraform 1.6.0 is out | #S3BackendChanges #TerraformTest
• 🚀 Docker Announces Docker AI - docker.com | #CodeGeneration #ContextSpecific #Docker #LLM
• 🚀 jqlang/jq 1.7 is out
• 🧰 Unleash your inner #SSH ninja! 🥷 with "SSH Kung Fu" | Tyblog | SSH Kung Fu | #FileSystem #OpenSSH #Proxy #SSH #Tunnelling

Miscellaneous 🎆

• 📝 IBM taps AI to translate COBOL code to Java - TechCrunch | #Cobol #CodeAssistantForIBMZ #IBM #Java
• 🚀 Exploring Wordle - how to programmatically find eligible answers for a Wordle game using Python (George V. Reilly) | #Bash #Game #LettersConstraints #Pipes #Python #Wordle

Platform📡

• 📽️ Managing Software at Scale: Kelsey Hightower Talks with Niklas Gustavsson about Fleet Management - Spotify Engineering | #Backstage #Consensus #DevEx #DeveloperExperience #Fleet #Monorepo #Polyrepo #Spotify #Squad

Software Engineering ⚙️

• 📝 How to Eat an Elephant - Kent Beck | #ComplexityPartitioning #Legacy #Mainframe #Modernization
• 🚀 Announcing Rust 1.73.0 | Rust Blog
• 🚀 Go 1.21 is out
• 🚀 Gradle 8.4 is out
• 🚀 Python 3.12 is out _ What’s New In Python 3.12 — Python documentation

Issue #9 - 2nd of October 2023

Issue #9

2nd of October 2023

AI 🤖

• 🚀 Announcing Mistral 7B (MistralAI) | #128kTokens #OpenSource #OpenSourceCode #OpenSourceWeights #SlidingWindowAttention #FlashAndFurious
• 🚀 ChatGPT can now see, hear, and speak (OpenAI) | #ChatGPT #MultiModal #ChatAboutImages
• 🚀 DALL·E 3 is out (OpenAI)

Architecture 📐

• 📝 Scaling Kubernetes to 7,500 nodes (OpenAI) | #Kubernetes #Scalability #GPT-3 #CLIP #DALL·E #GPU
• 📝 What Every Programmer Should Know About Memory (Ulrich Drepper, RedHat - 2007) | #Memory #Hardware #RAM #CPU #LowLevel
• 📽️ Duck Conf 2023 replay is available 🦆🇫🇷 | #Conference #Architecture #InformationSystem #SovereignCloud #DevOps #SRE #Analytics #Platform #GreenIT
• 🗓️ Duck Conf 2024 will be 26th of March 🦆🇫🇷 | #Conference #Architecture
• 🗓️ PGConf NYC 2023 is this week | #PostgreSQL #Conference
• 🧰 Thoughtworks Technology Radar #29 (Sept. 2023) | #Technology #Radar #AIAssistedSoftwareDevelopment #HowProductiveIsMeasuringProductivity #LLM #DataProduct #DataProductThinking #RemoteSoftwareDelivery

Cloud ☁️

• 📝 The State of Serverless 2023 (Datadog) | #Serverless #Adoption #FullyManagedContainerBasedServerless #GCP #AWS #Lambda #AZF
• 🚀 Azure CLI 2.53.0 is out | #Azure #CLI
• 🚀 Azure Functions: Node.js v4 programming model is Generally Available (Microsoft) | #AZF #NodeJS
• 🚀 Support for Python 3.11 in Azure Functions generally available (Microsoft) | #AZF #Python

DDD 📘

• 🐦 CRUD System vs Event Sourcing illustrated (Alex Xu) | #DynamicWorldBuilding #EventSourcing
• 📝 Evolution Patterns of Sociotechnical Systems (Amal Tahri @ DDDEurope2023)

Data 💾

• 📝 Scaling Kafka to Support PayPal’s Data Growth | by Monish Koppa (The PayPal Technology Blog) | #Paypal #Kafka #ClusterManagement #Monitoring #TrillionsOfMessagesPerDay #MoreThan85NodesKafkaCluster
• 🚀 Apache Spark 3.5.0 is out | #GolangSupport #StructuredStreaming #ArrowPythonUDFs #DistributedML #RocksDB
• 🚀 DuckDB 0.9.0 (Undulata) is out | #DuckDB #AWS #Azure #WASM #PySpark

DevOps 🛠️

• 📝 What happened at KubeCon Shanghai 2023 (Mauricio Salatino) | #Conference #Kubernetes #KMesh #Koordinator #Volcano #AI #Platform #FinOps #Dapr
• 📝 Why should I care about OpenTofu? (Marcin Wyszynski) | #OpenTofu #Terraform #Roadmap

Platform📡

• 📝 A Practical Step-by-Step Approach to Building a Platform (The New Stack, Hemanth Kavuluru) | #Roadmap #UseCases #Infrastructure #DeploymentAsAService #SRE #FinOps #Backstage #Rafay
• 📝 The Modernization Imperative: Shifting left is for suckers. Shift down instead (Richard Seroter, Google Cloud Blog) | #ShiftLeft #ShiftDown #EmpowerDevelopersThroughPlatformEngineering

Product Management 📦

• 📝 Product Principles at GitLab - Core organizational principles to build world class products | #AlwaysBeLearning #YouAreNotTheCustomer #BeDataDriven #MinimalViableChange #LearnFromFailures #ConventionOverConfiguration #AlwaysAllowForDeployingInProduction

Python 🐍

• 📝 Bypassing the GIL for Parallel Processing in Python (Real Python) | #Parallelism #Concurrency #CPU #IO #MultiThread #GIL
• 🚀 Pydantic 2.4.2 is out | #BugFix

Software Engineering ⚙️

• 📝 How I used GitHub Copilot Chat to build a ReactJS gallery prototype (The GitHub Blog, Senna Parsa) | #GithubCopilot #AIAssistedSoftwareDevelopment #ReactJS #Prototype #CopilotChat #Prompt #UnitTests
• 📝 How we reduced the size of our JavaScript bundles by 33% (Dropbox, Umair Nadeem and Rich Hong) | #JavaScript #Packaging #CodeSplitting #TreeShaking #Rollup
• 📝 Why are Cloud Development Environments Spiking in Popularity, Now? (Gergely Orosz) | #CDE #RemoteSoftwareDelivery #Monorepo #Productivity #Gitpod #Stackblitz #DevZero #Devpods
• 🗓️ Hacktoberfest 2023 has started | #Hacktoberfest #10thAnniversary #OpenSource #PullRequests

Issue #8 - 25th Sept. 2023

Issue #8

25th Sept. 2023

AI 🤖

• 📝 Gartner Identifies Top Trends Shaping the Future of Data Science and Machine Learning | #CloudDataEcosystems #EdgeAI #ResponsibleAI #DataCentricAI #Industry #Trends
• 📝 Microsoft says it will take the heat if Copilot AI commercial users get sued - The Verge | #Copyright #Law #Industry #GithubCopilot
• 🧰 MilesCranmer/awesome-ml-demos: Curated list of interactive ML demos | #MachineLearning #InteractiveDemo #Code

DDD 📘

• 📝 Domain-Driven Cloud: Aligning Your Cloud Architecture to Your Business Model (InfoQ - Ryan Shriver & Chris Belyea) | #DomainDrivenCloud #BizDevOps
• 📝 What is Example-Mapping? - How to coach developers to get a chat with their product experts (Philippe Bourgau) | #Discussion #Collaboration #Workshop #Product #Scoping #BehaviorDrivenDevelopment

DevOps 🛠️

• 📝 OpenTF, the open-source alternative to Terraform, becomes OpenTofu (Linux Foundation) | #
• 🚀 docker compose v2.22.0 is out | #Docker #DockerCompose
• 🧰 superfly/corrosion: Gossip-based service discovery (and more) for large distributed systems - A Rust alternative to Consul | #ServiceDiscovery #Rust #GossipBased

Management 👔

• 📝 Netflix’s historic introduction of levels for software engineers - The Pragmatic Engineer (Gergely Orosz) | #CarreerFramework #SeniorEngineer #StaffEngineer #PrincipalEngineer #IndividualContributor

Miscellaneous 🎆

• 📝 Github Issue - New name for the OpenTF project · #296 · opentofu/opentofu | #Discussion #RenamingOpenTFtoOpenTofu
• 📽️ TypeScript Origins: The Documentary - YouTube | #TypeScript #2HoursLongVideo
• 🧰 QrGPT - Free Cool-looking AI QR Code generator | #OpenSource

Platform📡

• 🐦 The Platform Maturity Model (by The NewStack) | #MaturityModel #Adoption #UserExperience #OrganizationalStructure #Funding
• 📝 Three Economies, an Introduction - Jabe Bloom | #BusinessPlatform #Differenciation #Scale #Scope #DDD
• 🗓️ BackstageCon NA will be in November 2023 | #Conference
• 🚀 Backstage v1.18.0 is out | #DeveloperPlatform #SoftwareCatalog

Python 🐍

• 🐦 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
• 📽️ EuroPython 2023 videos have been released on YouTube | #EuroPython #Conference #VOD #CzechRepublic
• 🚀 Poetry 1.6.0 is out | #

Software Engineering ⚙️

• 📝 Death by a thousand microservices (Andrei Taranchenko) | #JavaScript #FAANG #VentureCapital #Microservices #MicroservicesHype #Monolith
• 🧰 Google Online Security Blog: Scaling Rust Adoption Through Training (Google) | #LearningResource #Rust #BareMetal #Android #Concurrency #Free
• 🧰 Resources on TDD (Test-Driven Development) (Sébastien Roccaserra) | #Design #TestDrivenDevelopment #TDD #Mock #Refactoring
• 🧰 SQL join flavors - Anton Zhiyanov | #SQL #Joins #Qualified #Natural #Cross #Partitioned #Lateral

Issue #7 - 18th Sept. 2023

Issue #7

18th Sept. 2023

AI 🤖

• 🐦 joonspk-research/generative_agents - Interactive Simulacra of Human Behavior | #GenerativeAgents #Simulation #VideoGames
• 📝 Open challenges in LLM research | #LLM #Hallucination #Optimization #GPUAlternatives
• 🚀 Do Machine Learning Models Memorize or Generalize?

Cloud ☁️

• 📝 How to choose a containerized service on AWS (AWS documentation)
• 🚀 Announcing AWS Dedicated Local Zones
• 🚀 PostgreSQL 16 Release Candidate 1 is now available in Amazon RDS Database Preview Environment

Data 💾

• 🚀 Pandas 2.1.0 is out
• 🧰 jqnatividad/qsv: CSVs sliced, diced & analyzed | #CLI #CSVManipulation

Database 🧫

• 🚀 PostgreSQL 16 is out | #Performance #Monitoring #Replication #Localization

DevOps 🛠️

• 📝 How Back Market SREs prepared for Black Friday (Mathieu Garstecki)
• 📝 How DoorDash Migrated from StatsD to Prometheus - DoorDash Engineering Blog | #StatsD #Prometheus #Monitoring #Performance #UDP
• 📝 OpenTF Announces Fork of Terraform | #Terraform #Fork #Roadmap #AvailableSoon
• 📝 When Taylor Swift crashed Ticketmaster: A lesson on scaling for spikes | by Fahim ul Haq | Dev Learning Daily
• 🧰 Pants - The ergonomic build system | #Python #Go #Java #Scalability #Shell #Concurrency #Caching #MonorepoCompatible
• 🧰 monorepo.tools - resources and tooling about monorepos | #Monorepo #Definitions #NotMonolith #Polyrepo
• 🧰 terraform-best-practices.com - a collection of best practices (naming, styling, …) | #Terraform #BestPractices

Miscellaneous 🎆

• 📝 Hello, I'm Mr. Null. My Name Makes Me Invisible to Computers | #ImpactOfSoftwareOnRealLife #NullSafe #Trivia🎈
• 📝 Toyota’s Japanese production was halted due to insufficient disk space | Ars Technica | #SystemMonitoring #HighAvailability #Trivia🎈
• 🧰 chebykinn/sedmario: NES Super Mario Bros level 1 written in pure sed!

Productivity 👟

• 📝 Measuring developer productivity? A response to McKinsey (Part 1) - Gergely Orosz & Kent Beck | #SoftwareEngineeringCycle #Measure #Tradeoffs #DORA
• 📝 Measuring developer productivity? A response to McKinsey (Part 2) - Gergely Orosz & Kent Beck | #TeamVsIndividualPerformance #Management #CostOfEngineering #Goodhart'sLaw
• 📝 Yes, you can measure software developer productivity (McKinsey)
• 📽️ Dave Farley - My Response To The NONSENSE McKinsey Article On Developer Productivity

Python 🐍

• 🚀 Python Release Python 3.11.5

Web Development 🧑‍💻

• 📝 Serverless Bun vs Node: Benchmarking on AWS Lambda | #Benchmark #Performance #AWS #CloudWatch #X-Ray
• 🚀 Bun 1.0 is out | #JavaScript #Runtime #Lightweight #Fast

Issue #6 - 14th Aug. 2023

Issue #6

14th Aug. 2023

AI 🤖

• 📝 Nvidia's new A.I. chip claims it will drop the costs of running LLMs | #Hardware #Cost #Industry
• 🧰 It's now possible to block ChatGPT's crawler on any website | #Robots.txt

Architecture 📐

• 📽️ The lost art of software design (Simon Brown)
• 🧰 The Apache Kafka Handbook (Gerard Hynes) | #CoreConcepts #EventStreaming #EventDrivenArchitectures #Zookeeper

Cloud ☁️

• 📝 Forbes - The Cloud 100 2023 | #Industry #Trivia🎈 #Ranking #BillionsOfDollarsValuation
• 📝 Surfacing performance issues with effective visualization of profiling data (Lily Chen, Datadog) | #Performance #FlameGraph #CallGraph #FlameScope #Observability #Barbenheimer

Data Mesh 🥅

• 📝 Innovative Implementation of Data Contracts with DBT

DevOps 🛠️

• 📝 As HashiCorp adopts the BSL, an era of open-source software might be ending (Tom Krazit)
• 📝 HashiCorp announces transition from the Mozilla Public License v2.0 (MPL 2.0) to the Business Source License (BSL, or BUSL) v1.1 for future releases of all products and several libraries (Aug-10) | #OfficialCommunication #FAQ
• 🧰 adriannovegil/awesome-observability | #Practices #Tools #Toolbox

Product Management 📦

• 🧰 A full list of dead products killed by Google | #Services #Hardware #Apps #RIP

Python 🐍

• 🗓️ It’s time to stop using Python 3.7 (end-of-life, June 2023)
• 🚀 Mypy 1.5.0 is out | #DropPython3.7
• 🚀 Pydantic 2.1.0 & 2.1.1 are out

Security☣️

• 📝 Hacking Github AWS integrations again - Meanderings by Daniel Grzelak | #Github #OIDC #AWSIntegration #CodeSamplesWithExplanations

Software Engineering ⚙️

• 📝 The After Open Source Era Has Started (Bilgin Ibryam) | #OpenSource #SharedSource #License #Monetization #TheCathedralAndTheBazaar
• 🚀 Go 1.21 is released

Issue #5 - 7 Aug. 2023

7th Aug. 2023

AI 🤖

• 🐦 Hype Cycle of Artificial Intelligence 2023 - Gartner | #NeuroSymbolicAI #CausalAI #ArtificialGeneralIntelligence #NeuromorphicComputing #GenerativeAI #KnowledgeGraphs
• 📝 NeurIPS 2023 Machine Unlearning Challenge | #AI #LLM #RightToBeForgotten #Privacy #Regulations
• 📝 Patterns for building LLM based systems and products (Eugene Yan) | #Evaluation #BLEU #ROUGE #RetrievalAugmentedGeneration #Hallucination #FineTuning
• 📝 State of AI 2023 (McKinsey) | #StateOfTheArt #GenerativeAI
• 📝 The NeverEnding Game: How AI Will Create a New Category of Games (Jonathan Lai) | #VideoGames #GenerativeAgents #Personalization #NarrativeStorytelling #DynamicWorldBuilding
• 📽️ JupyterCon 2023 videos are available | #Conference #JupyterNotebooks #JupyterLab #JupyterHub
• 🗓️ NeurIPS 2023 will happen Sunday Dec. 10 through Saturday Dec. 16 | #NeurIPS #Conference #MachineLearning #Neuroscience
• 🧰 kelvins/awesome-mlops - A curated list of awesome MLOps tools | #AutoML #DataCatalog #MachineLearningPlatform #ModelFairness #Privacy

Architecture 📐

• 📽️ Best Kafka Summit vídeos - Recording and slides of talks @ Kafka Summit since 2018 (kafka.apache.org) | #Kafka #Fundamentals #Internals #UseCases
• 🧰 Architecting disaster recovery for cloud infrastructure outages on GCP | #DisasterRecovery #DDDEurope2023 #Resilience #Availability #RPO #RTO #CapabilityMapping

Cloud ☁️

• 📝 Prime Day 2023 – All the Numbers (AWS) | #AWS #Petabytes #TrillionsOfRequests
• 🚀 New Seventh-Generation General Purpose Amazon EC2 Instances (M7i-Flex and M7i) | #AWS #EC2 #Intel®Xeon®Scalable
• 🧰 State of Cloud 2023 (by Pluralsight) | #StateOfTheArt

Database 🧫

• 📽️ ML⇄DB Seminar Series - Implementation details of Machine Learning for databases & DB for ML (Carnegie Mellon University) | #AI #Databases #QueryOptimizer #RedShift #BigQuery #DuckDB #Snowflake #Databricks #OLAP

DevOps 🛠️

• 📝 Prometheus Now Supports OpenTelemetry Metrics | #Prometheus #OpenTelemetry #OTLP #CNCF
• 🚀 Docker init - a new command to initialize dockerfiles | #Docker #Dockerfile #Dockerignore #DockerCompose
• 🚀 First release of JQ in the last 5 years | #JSONQuery #NewMaintainers #GithubActions #DockerImages
• 🧰 alebcay/awesome-shell - A curated list of awesome command-line frameworks, toolkits, guides and gizmos | #Shells #CLI #Productivity

Python 🐍

• 📽️ Python Web Conf 2023 videos are available | #Conference #PWC2023
• 🧰 satwikkansal/wtfpython - Exploring and understanding Python through surprising snippets | #Quirks #WTF #CodeSamplesWithExplanations

Software Engineering ⚙️

• 📝 Common design patterns at Stripe (Paul Asjes) | #AvoidJargon #PreferEnumsOverBooleans #DesignForExtensibility
• 📝 Don't write clean code, write CRISP code (John Arundel) | #Golang #Correct #Readable #Idiomatic #Simple #Performant
• 🧰 TIL - Callouts are available in Github-flavored Markdown | #Markdown #TodayILearned #LivingDocumentation #HierarchyOfInformation

Web Development 🧑‍💻

• 📝 Speeding up the dbt™ docs by 20x with React Server Components | #Performance #SlowLoadTime #ReactServerComponents #Lighthouse #NextJS

Issue #4 - 31 Jul. 2023

Issue #4

31 Jul. 2023

AI 🤖

• 🎙️ E33: The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research (The Cognitive Revolution "How AI Changes Everything”) | #TinyModels #HuggingFace
• 📝 Bad numbers in the “gzip beats BERT” paper?
• 📝 Perspectives on diffusion | #DiffusionModels #AutoEncoders #LatentVariables
• 📝 Plot Twist : Stack Overflow is announcing OverflowAI | #AI #Platform #Agent
• 📝 The Fall of Stack Overflow ? - Diminution of traffic of about 35% in the last year (dataviz) | #ChatGPT #Cannibalization
• 🚀 TensorFlow 2.13 and Keras 2.13 are out
• 🧰 AntonOsika/gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
• 🧰 Automated code reviews with code-review-gpt | #DeadCode #ExposedSecrets #CodeReview
• 🧰 Compilation of high-profile real-world examples of failed machine learning projects | #BadStartupIdeas #Fail #Bias #Overfit #Trivia🎈

Architecture 📐

• 📝 Interesting Learnings from Outages (Real-World Engineering Challenges #10) | #Investigation #PostMortem #DNS #Caching #Github #Reddit #SLI/SLO
• 🧰 Catalog of 65 integration patterns (Enterprise Integration Patterns, Gregor Hohpe)

Cloud ☁️

• 🎙️ The Promise of Serverless (SaaS for Developers podcast, by Gwen Shapira) | #AWS #S3 #Performance #Scalability #FinOps
• 📝 AWS Begins Charging For Public IPv4 Addresses
• 📝 Building and operating a pretty big storage system called S3 | #AWS #S3 #Performance #Cost

DDD 📘

• 📝 Cloud Automation à la DDD: From stringly typed to affordances (Gregor Hohpe)

Database 🧫

• 📝 State of databases 2023 (producthunt.com) | #SQL #NoSQL #ORM #Cost #Provider #BI #DataWarehouse #Popularity
• 📽️ InfluxDB 3.0 is a rewrite of InfluxDB in Rust (⚠️ video protected by a form) | #Rust #InfluxDB #TSDB #LowLevel #Performance
• 🗓️ PGDay UK 2023 will be on September 12 in London | #PostgreSQL #Conference
• 🧰 10 Postgres tips for beginners (Nikolay Samokhvalov) | #PostgreSQL #Tuples #Explain #Analyze #DBeaver #DataGrip #Postico #Logging #Checksums #AutoVacuum

DevOps 🛠️

• 🐦 Ansible creator teases JetPorch, a new automation project written in Rust | #JetPorch #Rust #Automation #Platform
• 🗓️ PromCon EU 2023 will be on September 28 - 29 in Berlin, CFP is still open | #Prometheus #Conference #TSDB
• 🚀 Task v3.28.0 is out, with the ability to loop over commands + tasks using “for” keyword | #Automation #GNUMake #YAML
• 🧰 awesome-prometheus | #Toolbox #Monitoring #Metrics #Alerting #Grafana #Prometheus
• 🧰 kelseyhightower/kubernetes-the-hard-way | #Tutorial #LearningResource #KubernetesTheHardWay

Product Management 📦

• 📝 Ditch Epics & User Stories and Focus on Outcomes (Ant Murphy) | #Epics #Hypothesis #Experimentation #Opportunity

Python 🐍

• 📝 dabeaz-course/python-mastery | #LearningResource #Generators #Coroutines #Concurrency #Metaprogramming
• 🚀 Prefect 2.11.0 & 2.11.1 are out | #Orchestrator #Observability #Piepline

Security☣️

• 🐦 Universal and Transferable Adversarial Attacks on Aligned Language Models (website, paper and code) | #AI #LLM #GPT-4 #PaLM-2 #Prompt #Hack
• 📝 How to Find Advanced Persistent Threats in your Security Logs | #AWS CloudTrail #GithubAuditLogs

Software Engineering ⚙️

• 🐦 Codecov is now opensource | #CodeCoverage #CodeQuality
• 📝 Postman acquires Akita for automated API observability | #Industry
• 🧰 How GenAI effects our software delivery practices (Martin Fowler, Birgitta Böckeler) | #GithubCopilot #ChatGPT #GPTEngineer #Meta'sCodeCompose

Issue #3 - 24 Jul. 2023

Issue #3

24 Jul. 2023

AI 🤖

• 🐦 kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification (Riley Goodside) | #Gzip #BERT #Benchmark #TextClassification
• 📝 FTC investigates OpenAI over data leak and ChatGPT’s inaccuracy (Washington Post) | #OpenAPI #ChatGPT #ConsumerProtectionLaws #Industry #SlidesDeck
• 📝 Large Language Models: From Prototype to Production (Ines Montani, EuroPython2023 keynote) | #LLM #NLP #NER #Spacy #Prodigy
• 📝 Llama 2: Open Foundation and Fine-Tuned Chat Models (paper - Meta AI) | #R&D #Paper
• 📝 Llama 2: Open source, free for research and commercial use (website - Meta AI) | #
• 📝 Llama 2: Statement of Support for Meta’s Open Approach to Today’s AI | #
• 📽️ Compliant Mechanisms that learn - Mechanical Neural Network Architected Materials | #R&D #Physics #NeuralNetworks #ArchitectedMaterial

Architecture 📐

• 📝 How platform teams get stuff done (Pete Hodgson, martinfowler.com) | #Platform #Productivity #Adoption #Collaboration #TeamTopologies #Conway'sLaw
• 📝 RedisGraph End-of-Life Announcement | #Redis #RedisGraph #Sunset
• 📽️ [Live coding] C4 Models as Code • Simon Brown • YOW! 2022 | #DiagramAsCode #C4Model #LivingDocumentation #C4PlantUML #Structurizr

DDD 📘

• 🎙️ 🇫🇷 Introduction à Domain-Driven Design avec Nelson da Costa (Podcast Café Craft) | #DDD #Introduction
• 🐦 DDDEurope2024’s call for proposal is open | #Conference #CFP #SoftwareModelling

Data Mesh 🥅

• 🧰 datamesh-architecture.com : why, what, and how of Data Mesh with examples | #Toolbox #DataProduct #TechStack #DataContract

DevOps 🛠️

• 📽️ 🇫🇷 Laissez tomber vos Dockerfile, adoptez un buildpack ! (Julien Wittouck, Sunny Tech 2023) | #Conference #Docker #Buildpack #Pack #Distroless #SBOM #Paketo
• 📽️ 🇫🇷 Suivez vos applications à la trace grâce à OpenTelemetry (Julien Tanguy, Sunny Tech 2022) | #Conference #OpenTelemetry #OTLP #LiveDemo
• 🚀 Terraform 1.6.0-alpha available soon, “test” command not experimental anymore | #Terraform
• 🧰 awesome-cloud-native | #CloudNative
• 🧰 📖 trimstray/the-book-of-secret-knowledge | #Bible #AdminSys #Network #DevOps #PenTest #Shell #Hack

Living Documentation 📖💗

• 📚 Living Documentation (Cyrille Martraire) | #LivingDocumentation #KnowledgeAugmentation #EvergreenDoc
• 📝 JSONSchema | #DataDocumentation #DataContract #DataValidation
• 📝 coveooss/json-schema-for-humans | #JSONSchemaToHTML #JSONSchemaToMarkdown
• 🧰 Self-Documented Makefile (François Zaninotto) | #Automation #LivingDocumentation #GNUMake #RecList #DeveloperExperience #Shell

Management 👔

• 📽️ Work Anywhere: Managing Remote Engineering Teams at Airbnb (Jessica Tai • YOW! 2022) | #FullRemote #WorkFromAnywhere #MultipleTimezones #RemoteManager #DesignDocs #RFCs #NoAgendaNoMeeting
• 🧰 Gitlab’s Objectives and Key Results (OKRs) handbook | #OKR

Python 🐍

• 📝 10 Best Practices for Logging in Python (BetterStack) | #Logging #LoggingConfig #Loguru #StructuredLogging #python-json-logger
• 📝 Asyncio Evolved: Enhanced Exception Handling with TaskGroup in Python 3.11(Junya Fukuda, EuroPython 2023) | #SlidesDeck #AynscIO #TaskGroup
• 📝 PEP 710 (draft) – Recording the provenance of installed packages | #PEP #SBOM #Auditability #Security
• 📝 🔵 Blue : a somewhat less uncompromising code formatter than ⚫ Black, the OG of Python formatters | #Style #Lint
• 🚀 Cython 3.0.0 is out | #C #Performance #LowLevel

Security☣️

• 📝 Security Developer-in-Residence – Weekly Report #2 (Seth Larson) - On the importance of having a SBOM (Software Bill of Materials) | #PEP #PEP710 #SBOM #Security
• 🧰 Explaining JSON Web Token (JWT) to a 10 year old Kid (ByteByteGo) | #JWT #Infographics

Software Engineering ⚙️

• 📝 Object Calisthenics (William Durand, 2013) | #SOLID #CleanCode #CodeReadability #SlidesDeck
• 🧰 Egoless Crafting: Practicing Software Craftsmanship with Ego-Resiliency | #SoftSkills #EgolessProgramming #Manifesto