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