This week’s collection highlights several key advancements in Azure performance, the nuances of orchestrating multiple AI agents, and critical updates to NuGet security. These pieces offer practical insights for anyone looking to streamline their development workflow while maintaining a more secure infrastructure.
Cloud
Azure Service Bus: Count your filters (Daniel Marbach) - Great deep post about performance. The architecture and number of filters can and will greatly affect the performance.
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.
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
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.
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.
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!
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.
This week's collection highlights several practical upgrades for your workflow, ranging from cleaner C# patterns to more secure ways to manage AI agents. I’ve also included a few podcast episodes and articles that offer some much-needed perspective on productivity and community life.
AI
Why AI Agents Need Isolation with Docker SBX (Karan Verma) - Power comes with responsibilities. It's well known (at least for Spider-Man fans), but more seriously, AI users have a simple way to stay safe. And now, with "the kits", it looks like it's even easier.
Using AI to Build a Blazor App 1: Start With the Problem (Jon Hilton ) - It's so true that AI doesn't always do or act the way we expect. In this case, I wonder if a different model would have been better. In my experience, GPT is better at doing things compared to brainstorming.
New: Versioned CLI and SDK Docs (Cam Soper) - That's a nice feature that more should implement! You pick your API version, and the documentation follows.
Goodbye, forever, probably. (Salma) - Sad news for the communities, but at the same time, it's because of those same communities. This post shares a very sad portrait of the online world that affects many people.
This week’s compilation explores a mix of critical topics ranging from integrating AI models with SQL Server to navigating the complexities of Azure container troubleshooting. I’ve selected these particular articles because they offer practical ways to streamline your workflow and better understand the latest shifts in cloud infrastructure and software development.
Learn Anything With My /teach Skill (Matt Pocock) - I use AI to learn many times, but I didn't think doing a skill. Looking forward to trying it.
How AI coding agents actually use your technology - Microsoft for Developers (Waldek Mastykarz) - A very interesting post that explains all the steps executed by VS Code harness when we submit our prompt. The post also provides some insights on why AI could still get bad results even if we provide SDK and MCP servers.
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.
When I started taking notes about the articles I was reading, I never imagined I would still be doing it 700 weeks later.
Back then, my notes lived on a USB key. I carried a small personal wiki with me and used it to save interesting articles, ideas, and discoveries. It was a simple way to build my own searchable knowledge base so I could find things again when I needed them.
In 2011, I started sharing those notes publicly on my blog, Franky's Notes. A few months later, I made another important change: I switched from writing in French to writing in English. At the time, I wasn't fluent, but I wanted to improve. "Notes de lecture" became "Reading Notes", and every week became an opportunity to learn something new while practicing a language that would eventually become a big part of my career.
Over the years, the format evolved. Articles were joined by podcasts, books, videos, and whatever else helped me learn and stay curious. Technology changes constantly, and one of the things I enjoy most about working in this industry is that there is always something new to discover.
What never changed was the habit itself.
Most mornings start the same way: a coffee, my e-reader, and a few articles. Throughout the week, I collect the things that made me think, taught me something, or simply felt worth sharing. Then, every Monday, I publish a new edition.
Seven hundred weeks later, these reading notes have become much more than a list of links. They are a record of what caught my attention, what I was learning, and how both technology and I have changed over the years.
If you've been reading along for a while, thank you. If you're new here, I hope you discover something interesting in the links below.
Suggestion of the week
Harness, Scaffold, and the AI Agent Terms Worth Getting Right (Sergio Paniego, Aritra Roy Gosthipaty) - This post shares a list of definitions. If you feel like there are some terms used in the "AI world" that you are not sure what they mean, this post is for you.
An important update: Transitioning Gemini CLI to Antigravity CLI - I migrated this week to Antigravity IDE 2.0, and it works great. I had an intense coding session with the CLI (thanks to the crappy weather), and it just worked! No issues, no adaptation, no conversion. 5/5
This week’s reading notes cover a wide range of topics, from local AI workflows and Docker agent fleets to data privacy, SQL tips, and developer tooling updates. There’s also an interesting look at how AI may be reshaping platforms like GitHub, alongside practical articles and podcasts packed with ideas for developers and tech enthusiasts alike.
Ghostty Is Leaving GitHub (Mitchell Hashimoto) - I didn't realize it was that bad! It's true that I spend less time there, but did AI cause all those outages (by generating peaks of traffic)
Docker AI, what’s new with MCP, Agents, Sandboxes, and more (DevOps and Docker Talk: Cloud Native Interviews and Tooling) - Michael Irwin from Docker is on this episode and they go through alllll the recent releases and some major upcoming stuff, rellay interesting episode
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.
I'm always on the lookout for innovative ways to enhance my coding experience, and this week's Reading Notes are filled with exciting discoveries! From cutting-edge UI libraries to secure sandbox environments for AI agents, I've curated a selection of articles that showcase the latest programming trends and technologies.
Whether you're interested in harnessing the power of Docker sandboxes or exploring the potential of smart glasses integration, there's something on this list for everyone.
The tech landscape is constantly evolving, and keeping up with the latest developments can be overwhelming. From AI-powered tools like Ollama and OpenClaw, to new ways of programming with Aspire Docs and Azure CLI, it seems like there's always something new to explore. In this edition of Reading Notes, I'll share some of the interesting things that caught my eye recently, from AI advancements to developer tools and beyond.
NDI Tools: The Unsung Hero of Video Production (Golnaz) - I started using NDI tools for my stream back in 2020, when I was bringing one of my friends into my stream. Amazing, and you must read this post
Sharing my Reading Notes is a habit I started a long time ago, where I share a list of all the articles, blog posts, podcasts and books that catch my interest during the week.
This week’s notes bounce between terminals, copilots, and the shifting shape of AI tools in our daily work. From real-world experiments in large .NET projects to small quality-of-life improvements that just make coding smoother, there’s a lot to chew on. A few links stood out more than expected and might change how you approach your setup or your workflow.
You no longer have to wait for Copilot to finish thinking (Bart Wullems) - Amazing! I love it! Another scenario where this is useful is when you press the wrong new-line key combination, and it sends your request instead of adding a new line.
My 'Grill Me' Skill Went Viral (Matt Pocock) - After trying grill me, I knew I couldn't do without it. It is a great skill as it forces us to really flesh out our idea.
This week's Reading Notes is packed with AI insights, open-source discoveries, programming tips, and podcast episodes that will leave you eager to dive in. From Ralph Wiggum's coding secrets to the dangers of one-shot glamour, we've got it all covered. So grab your favourite beverage, settle in, and get ready to level up your tech game!
499: Going Full Ralph, CLI, & GitHub Copilot SDK?!?! (Merge Conflict) - Really fun episode to listen to, the explanation of the Ralph loop pattern and hearing Frank panicking (sorry Frank) with all the emojis, it was a fun and very instructive episode.
This week's collection of interesting articles, blog posts, and insights from the world of technology, programming,
and AI. From the latest developments in Claude code and AI models for coding to discussions on the security of AI
assistants and the future of the craft of programming, there's something for everyone in this edition of Reading
Notes.
Balancing cloud innovation with AI practicality, this week’s notes blend Azure updates, .NET’s AI roadmap, and clever Python hacks. A sharp reminder on burnout prevention anchors the mix, while creative teams and DevOps culture inspire fresh perspectives. From Docker model runners to Git worktrees, every corner here offers actionable insights or a spark of curiosity, no clichés, just tools and truths for developers navigating the stormy seas of tech.
493: Git's most powerful but underutilized tool (Merge Conflict) - Great episode where I finally understood what Git work trees are and how to use them in VSCode. Frank is also hilarious in this episode with all the emojis
How a Creative Team Learned to Love Azure DevOps (Golnaz ) - More teams should take an example from this and bend tools to fully help them. We shouldn't accept the status quo. It's also great to see the synergy between different teams.
In the ever-evolving tech landscape, this week’s reading notes blend cutting-edge tools with timeless insights. From Python’s growing role in .NET ecosystems to hands-on experiments with AI-powered data ingestion, there’s plenty to explore. Meanwhile, reflections on community, confidence, and finding our “second place” in a fast-paced world add a human touch. Jump into how developers are pushing boundaries, embracing new editors, and learning that growth starts with choosing courage, even when it’s scary.
Trying out the Zed editor on Windows for .NET and Markdown (Andrew Lock) - I heard of Zed and was planning to try it, but this post saved me some time. The current unsupported razor pages is a show-stopper for me. But maybe later, if things changed.
Podcasts
The 4 ways to rebuild your "second place" for belonging (Modern Mentor) - Did it all start because of a TV show?! Nevertheless, an interesting episode to help us find our spot and make those "first day work buddy" a better experience.
All good things must come to an end (Salma Alam Maylor) - I totally understand, but it is sad news to see her go out of the streaming business. She is amazing, I'm sure she's still rocks whatever she does.
Ever wished you could ask AI from anywhere without needing an interface? Imagine just typing ? and your question in any terminal the moment it pops into your head, and getting the answer right away! In this post, I explain how I wrote a tiny shell script that turns this idea into reality, transforming the terminal into a universal AI client. You can query Reka, OpenAI, or a local Ollama model from any editor, tab, or pipeline—no GUI, no heavy clients, no friction.
Small, lightweight, and surprisingly powerful: once you make it part of your workflow, it becomes indispensable.
There is almost always a terminal within reach—embedded in your editor, sitting in a spare tab, or already where you live while building, debugging, and piping data around. So why break your flow to open a separate chat UI? I wanted to just type a single character (?) plus my question and get an answer right there. No window hopping. No heavy client.
How It Works
The trick is delightfully small: send a single JSON POST request to whichever AI provider you feel like (Reka, OpenAI, Ollama locally, etc.):
# Example: Reka
curl https://api.reka.ai/v1/chat
-H "X-Api-Key: <API_KEY>"
-d {
"messages": [
{
"role": "user",
"content": "What is the origin of thanksgiving?"
}
],
"model": "reka-core",
"stream": false
}
# Example: Ollama local
curl http://127.0.0.1:11434/api/chat
-d {
"model": "llama3",
"messages": [
{
"role": "user",
"content": "What is the origin of thanksgiving?"
}],
"stream": false
}
Once we get the response, we extract the answer field from it. A thin shell wrapper turns that into a universal “ask” verb for your terminal. Add a short alias (?) and you have the most minimalist AI client imaginable.
Let's go into the details
Let me walk you through the core script step-by-step using reka-chat.sh, so you can customize it the way you like. Maybe this is a good moment to mention that Reka has a free tier that's more than enough for this. Go grab your key—after all, it's free!
The script (reka-chat.sh) does four things:
Captures your question
Loads an API key from ~/.config/reka/api_key
Sends a JSON payload to the chat endpoint with curl.
Extracts the answer using jq for clean plain text.
1. Capture Your Question
This part of the script is a pure laziness hack. I wanted to save keystrokes by not requiring quotes when passing a question as an argument. So ? What is 32C in F works just as well as ? "What is 32C in F".
if [ $# -eq 0 ]; then
if [ ! -t 0 ]; then
QUERY="$(cat)"
else
exit 1
fi
else
QUERY="$*"
fi
2. Load Your API Key
If you're running Ollama locally you don't need any key, but for all other AI providers you do. I store mine in a locked-down file at ~/.config/reka/api_key, then read and trim trailing whitespace like this:
Finally, we parse the JSON response with jq to pull out just the answer text. If jq isn't installed we display the raw response, but a formatted answer is much nicer. If you are customizing for another provider, you may need to adjust the JSON path here. You can add echo "$RESPONSE" >> data_sample.json to the script to log raw responses for tinkering.
Now that we have the script, make it executable with chmod +x reka-chat.sh, and let's add an alias to your shell config to make it super easy to use. Add one line to your .zshrc or .bashrc that looks like this:
alias \\?=\"$REKA_CHAT_SCRIPT\"
Because ? is a special character in the shell, we escape it with a backslash. After adding this line, reload your shell configuration with source ~/.zshrc or source ~/.bashrc, and you are all set!
The Result
Now you can ask questions directly from your terminal. Wanna know what is origin of Thanksgiving, ask it like this:
? What is the origin of Thanksgiving
And if you want to keep the quotes, please you do you!
Extra: Web research
I couldn't stop there! Reka also supports web research, which means it can fetch and read web pages to provide more informed answers. Following the same pattern described previously, I wrote a similar script called reka-research.sh that sends a request to Reka's research endpoint. This obviously takes a bit more time to answer, as it's making different web queries and processing them, but the results are often worth the wait—and they are up to date! I used the alias ?? for this one.
On the GitHub repository, you can find both scripts (reka-chat.sh and reka-research.sh) along with a script to create the aliases automatically. Feel free to customize them to fit your workflow and preferred AI provider. Enjoy the newfound superpower of instant AI access right from your terminal!
What's Next?
With this setup, the possibilities are endless. Reka supports questions related to audio and video, which could be interesting to explore next. The project is open source, so feel free to contribute or suggest improvements. You can also join the Reka community on Discord to share your experiences and learn from others.
Here’s a compact roundup of links and highlights I found interesting this week. You’ll find updates on Git, Chrome DevTools tips, C# 14 and .NET 10 coverage, Blazor upgrade notes, a practical Copilot + Visual Studio guide, plus a few useful tools and AI announcements. Enjoy, and tell me which item you want me to explore next.
Highlights from Git 2.52 (Taylor Blau) - I'm probably repeating myself, but I'm so surprised how little I know this fantastic tool. This post shares the last update, it's all very impressive.
Introducing C# 14 - .NET Blog (Bill Wagner) - You would think that at version 14, there's not much to add or change? Well you couldn't be more wrong be prepared for a long and detailed post.
Blazor and .NET 10: Breaking Changes, Fixes, and New Features (Simon Foster) - There's always a little risk when you're upgrading to a new version. Of course, .NET 10 could bring some... In this post, the author shares a problem had and the link where he found the breaking changes good read
Release v3.2.0 · basecamp/omarchy (basecamp team) - Nice! A lot of fixes and some nice new features: Ghostty new default (I was already using it), new key bindings (looking forward to try the workspace-related ones), and a new project named: try... Ooh! I love it!
Miscellaneous
ZoomIt v9.21 | Microsoft Community Hub (Alex Mihaiuc) - If you are on Windows, please do you do yourself a favour and try Zoom it. Since I switched to Mac and Linux, it's the thing that I miss the most.
This week explores the synergy between Dapr and WebAssembly for modern microservices, highlights the transformative potential of Wasm 3.0 for .NET developers, and delves into best practices for structuring Rust web services. In the AI realm, we examine the emergence of developer-friendly AI frameworks like Microsoft’s Agent Framework and Google’s Jules Tools, which bridge AI capabilities directly into terminals and workflows. Additionally, we examine AI obfuscation techniques and their implications, alongside updates on Perplexity’s free Comet AI browser and its new background assistant. Whether you’re building scalable systems, optimizing code, or integrating cutting-edge AI tools, this post offers a snapshot of trends shaping tech today.
Obfuscation for AI: How it Works, Best Practices, and Metrics – PreEmptive (preemptive) - It's been a while since I last used a station in my code because I'm doing demos most of the time, but it always fascinated me. I feel I should try it with AI, it looks very interesting and powerful. This post shares a lot about what's possible, the risk, and so much more
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.
This week post explores the intersection of AI, cloud, and DevOps, featuring updates on Microsoft’s Logic Apps integration, practical .NET tools for system automation, and strategies to enhance documentation for AI-driven workflows. Whether you’re refining enterprise security practices with NuGet’s Trusted Publishing or diving into the ethical nuances of AI through vector databases, this post offers a blend of technical deep dives and thought-provoking discussions. Don’t miss the podcast highlights, from DevOps innovation to the business impact of employee well-being, perfect for developers, architects, and curious minds alike. Let’s connect the dots in a world where code, creativity, and collaboration drive progress.
Prompt Files and Instructions Files Explained - .NET Blog (Wendy Breiding) - One question I often hear is how can I tell Copilot the standard and conventions my enterprise uses. Well, now I can send them to this post. Well done!
ohn Bristowe: The Latest from Octopus Deploy - Episode 368 (Azure & DevOps Podcast) - Loved this episode, I don't know a lot about Octopus. Discussing deployment pipelines, AI integration in DevOps, and the evolution from manual weekend deployments to automated, reliable workflows.
The business case for employee well-being (Modern Mentor) - Really enjoyed this episode on how workplace wellbeing isn't just about perks but building better work systems that boost both results and employee experience
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.
Welcome to another edition of my reading notes! This week I've gathered some interesting finds across programming, AI, and general tech topics. From exciting Cake updates to practical AI implementation advice, here are the articles that caught my attention recently.
Programming
Cake.Sdk 5.0.25257.82-beta released (devlead) - I'm happy to see the new release of this cake version coming to a recent .NET version. I have one of my projects using cake, and I was waiting for it; this is amazing
AI
Performance Improvements in .NET 10 (Stephen Toub) - There's a lot of good advice in this post. Assuming you're using AI you should definitely read it
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.
In this edition, we explore modern development's evolving landscape. From Microsoft's .NET Aspire simplifying distributed applications to AI security considerations, Git workflow optimizations, and backlog management strategies, there's something here to spark your next breakthrough.
The tech world never sleeps, and neither does innovation. Let's explore what caught my attention this week and might just spark your next big idea or solve that problem you've been wrestling with.
Identity and Access Management for .NET (Khalid Abuhakmeh) - This package looks very interesting to add multiple handlers to an HTTP client. The first question that pops in my mind is why this is not already in .NET, I think it should. I'll definitely give it a try.
AI Injection Attacks (ericlaw) - Great post that talks about the current risk when using AI and how we should try to do our best to protect the important information.
How to Get Things Done, Stay Focused, and Be More Productive (The Mel Robbins Podcast) - This compelling episode (available in audio and video) takes a fresh approach to productivity. Having read their books, I found the conversation particularly engaging and highly recommend it.
