WeeklyCuration

Interesting links I saw, every week

It's not necessarily articles published this week, it can also be articles I discovered this week 👀

Feel free to propose content to the newsletter

by proposing a pull request on the NEXT_WEEK.md file
or by creating an issue

Legend

📝 : Blog post/article, or slide deck
🚀 : Release note
🧰 : Technical or methodological tool to add to my toolbox
🗓️ : An event/meetup/conference I spotted
📽️ : Video content, VOD of an event/meetup/conference
📚 : About a book I discovered
🐦 : A Tweet
🎙️ : A podcast series or episode

23rd of October 2023

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

16th of October 2023

(Engineering) Management 👔

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

Architecture 📐

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

Data Mesh 🥅

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

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 #Database #Communication #Snapshot #FunctionalChecks
📝 The balancing act of reliability and availability (incident.io) | #Definitions #Availability #Reliability #The9sOfAvailability #Monitoring #FaultTolerance #DisasterRecovery
📝 Why LFI is a tough sell (Lorin Hochstein @ Surfing Complexity) | #LearningFromIncident #RootCauseAnalysis #SocioTechnicalSystems #MentalModel #Miscalibration #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" | #Atlassian #Loom #Acquisition
📝 Welcoming Loom to the Atlassian team (Atlassian) | #Atlassian #Loom #Acquisition

Software Engineering ⚙️

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

9th of October 2023

(Engineering) Management 👔

🎙️ The Managing Managers Podcast - Pat Kua
📝 Your software architecture is complex as your organization - Dr. Milan Milanovic | #Conway'sLaw #OrganizationalStructure #Amazon #Google #Microsoft #Facebook #Graphs #LinesOfCommunication #CodeQuality
🧰 The Engineering in Engineering Manager (slides from StretchCon2023) - Pat Kua | #EngineeringManagement #Definitions #Scope #Quality #Performance #Flow

AI 🤖

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

Architecture 📐

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

Data Mesh 🥅

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

Data 💾

📝 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
📽️ Nadieh Bremer—Amidst the visualization and art of data (Keynote, Outlier 2023) - YouTube | #Dataviz #Satellites #Space #DesignThinking

DevOps & SRE 🛠️

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

Miscellaneous 🎆

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

Platform📡

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

Software Engineering ⚙️

📝 How to Eat an Elephant - Kent Beck | #Mainframe #Modernization #ComplexityPartitioning #Legacy
🚀 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

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

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

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 ☁️

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

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

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

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