Reading Notes #709

This week’s notes focus heavily on the practicalities of building reliable AI agents, specifically looking at how we manage their memory and governance. I have also included a few notable wins in Azure storage performance and some honest reflections on where our industry is heading next.

AI

• AI Governance: Runtime Enforcement, Not Runtime Advice (Karan Verma) - I'm impressed by our journey of using AI. Not long ago, we barely trusted it, and now it's running independently, and we think more about limiting what it can do. Nice second post o to a series.

• Computer use: How AI agents can automate almost anything | Red Hat Developer - Learn more about the different options that Red Hat AI offers and how they integrate with everything you may already have.

• Native Agent Memory for Microsoft Agent Framework, Powered by Azure Cosmos DB - Azure Cosmos DB Blog (Theo van Kraay) - That seems pretty cool! Attaching a serverless NoSQL database to our agent to get super memory.

• Squad 0.11.0: portable teams and a harder release train · Brady Gaster (Brady Gaster) - I have used Squad from the beginning, and it's great to see it evolving. Thank you for this update post! I wish the release notes (of all projects) were that clear sometimes.

• I've Spent 25 Years in Tech. The AI Gap That Worries Me Most Isn't the One You're Thinking About (Fabrice Lacroix) - Great reflection on AI for our business. Are we ready?

Cloud

• Faster blob copying in Azure Blob Storage (Mark Heath) - Some may think it's trivial, but when you hit big numbers, the way you copy makes a huge difference.
  

Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week. 

 ~frank

Reading Notes #708

I’ve gathered a few insightful pieces this week exploring smarter ways to manage AI costs, practical hardware setups, and the foundational logic behind better programming. Each link offers a different perspective on how we can refine our workflows and think more intentionally about the tools we use every day.

AI

• MCP Beyond the Chat Window: Build Diagnostics in CI (Jan , Yuliia) - Instead of copy-pasting the log, the promises of this MCP server are very interesting.

• Why Reusing AI Instructions Costs You More Tokens (Ken Muse) - This post shares great advices on how we must think when writing or planning skills and queries.

• Set up OpenClaw on your Raspberry Pi (Lucy Hattersley) - Tease about a very interesting post (available in the Raspberry Pi Official Magazine) more to come

Databases

• Learning a few things about running SQLite (Julia Evans) - Nice post sharing some useful lessons learned.

Programming

• The Power Of “Why?” (codemanship) - A great post that reminds us that asking the right question helps us understand the real need and build better solutions.

Miscellaneous

• The Knowledge You Give Away (Mark Downie) - A quote that hopefully makes us think.

• Microsoft reveals 15+ products losing support in 2026, check if you're affected (Abhijith M B) - It's worth having a look while you have time to plan something. Products will continue to work, but no more updates or support.

~frank

Reading Notes #707

This week's highlights bring together insights on evolving API security, the realities of integrating AI into your workflow, and tools that can help streamline the testing process. I selected these pieces for their practical advice on simplifying everyday development tasks while building more robust and resilient infrastructure.

Programming

• Web Application & API Protection: An Overview (John Brawner) - I knew many security tools existed, and obviously I use some. But I learned a lot in this post. WAAP emerged because WAF alone was not enough to address APIs, bots, DDoS, and modern cloud traffic patterns in a single runtime protection model.

• How to Turn a Postman Collection into a Maintainable pytest Suite (Mikhail Golikov) - Tests are important, so keeping them clean should be too. This post gives us a great example of how to build reliable tools to do exactly that.

• OpenAPI Code Generation with Corvus: Typed HTTP Clients (Matthew Adams) - Who doesn't uses APIs?! I need to try that today!

AI

• A new way to reflect on how you use Claude - This post shares a reporting tool to visualize our Claude utilization.

• Better tools made Copilot code review worse. Here's how we actually improved it. (Napalys Klicius) - Interesting story that shares experiments to improve AI when doing code review. How it failed and how it work, and how the same fix didn't do great in a different context.

Miscellaneous

• Your Laptop Is the New Production Environment (Karan Verma) - The title definitely caught my attention, and it's so true. First post of a promising series.

• AI is ready. Your APIs probably aren't (Matt Gray) - Postman has always been an interesting tool. I've been using something else for a while but am thinking about exploring it again!

• How GitHub gave every repository a durable owner - A nice behind-the-scenes story where GitHub shares the issues, failures, learning and success.

Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, and books that catch my interest during the week. 

 ~frank