Reading list (17th to 28th March)

#agents #ai #llm #tooling

These are the current online posts that I enjoyed reading and made me think.

AI

Scion is an experimental multi-agent orchestration testbed designed to manage concurrent LLM-based agents running in containers across your local machine and remote clusters. It enables developers to run groups of specialized agents with isolated identities, credentials, and workspaces, allowing for a dynamic and evolving graph of parallel execution of tasks such as research, coding, auditing, and testing. - link [tool] - ( Added: 2026-03-28 12:50:21 )
Runtime safety infrastructure for AI agents. Kernel-enforced isolation, supply-chain security, immutable auditing, atomic rollbacks, credential management, and more. - link [tool] - ( Added: 2026-03-27 22:03:00 )
A great summary of agentic AI frameworks and tools for Java - link [tool] - ( Added: 2026-03-27 20:51:03 )
Run Claude Code in local sandboxed docker containers - tool that provides full Claude credentials - link [code-repo] - ( Added: 2026-03-24 19:55:01 )
Excellent post about how to improve accuracy of your agentic AI application using a number of approaches - link [best-practice] - ( Added: 2026-03-24 15:34:36 )
llm-d is a high-performance distributed inference serving stack optimized for production deployments on Kubernetes. We help you achieve the fastest "time to state-of-the-art (SOTA) performance" for key OSS large language models across most hardware accelerators and infrastructure providers with well-tested guides and real-world benchmarks. - link [code-repo] - ( Added: 2026-03-24 11:31:22 )
Some useful advice on how to prepare and position how developers interact with your platform or system - link [opinion] - ( Added: 2026-03-23 17:24:29 )
A great series diving into Claude Code. One of the better guides I’ve read. - link [opinion] - ( Added: 2026-03-21 20:40:24 )

CODING

A nice tool that helps you reduce token use when exploring your code base in Claude - link [tool] - ( Added: 2026-03-28 08:31:33 )
FeatureOps is the discipline of controlling software behavior at runtime. It extends DevOps pillars (flow, feedback, continuous learning) into the layer where real user value lives: the features themselves. Where DevOps asks "is the code deployed?", FeatureOps asks "is the feature working for the right users at the right time?" - link [opinion] - ( Added: 2026-03-23 12:02:55 )
A set of opinionated steering guides for a number of use cases around developing a web application - link [code-repo] - ( Added: 2026-03-17 09:57:26 )

TECH

Want to dive deep into how to measure your DevRel activities? Take a look at this blog post that has some good ideas that you can lean into. - link [opinion] - ( Added: 2026-03-23 16:56:22 )
The developer advocate flywheel - link [opinion] - ( Added: 2026-03-23 16:47:13 )
A nice history and timeline that looks at how we got to modern day developer advocacy from the initial evanglism roots - link [case study] - ( Added: 2026-03-23 13:35:08 )
A good summary of how to approach developer marketing - link [best-practice] - ( Added: 2026-03-23 13:31:01 )
A great set of essays on how to think about developer relations - link [opinion] - ( Added: 2026-03-23 12:03:27 )