Michael

If your GitHub Actions workflow still authenticates to AWS with an AWS_ACCESS_KEY_ID / AWS_SECRET_ACCESS_KEY pair stored in repository secrets, you’re carrying a long-lived credential that works from anywhere, doesn’t expire on its own,

If you use an agentic coding tool day to day, you’ve hit the same wall repeatedly: every new session starts from zero. MemPalace is a local-first memory system built to fix exactly that

AutoGen is Microsoft’s open-source framework for building AI agents and multi-agent applications. It started as a Microsoft Research project and pioneered ideas like GroupChat orchestration and an event-driven agent runtime — concepts that

Claude Code is one of the most capable AI coding agents available today — but it defaults to Anthropic’s hosted models, and those tokens add up fast. If you want the same agentic

The AI landscape is evolving fast, and a new wave of platforms is making sophisticated generative AI — video, audio, images, and text — accessible to every developer. MiniMax is one of those

In the previous post in this series I explored the LangChain Deep Agents SDK — the library that lets you build autonomous agents capable of multi-step reasoning and tool use. Now let’s go

LangChain has open-sourced Deep Agents, a powerful framework for building autonomous AI agents that can handle complex, multi-step tasks reliably. Unlike typical “shallow” tool-calling LLM agents, Deep Agents combine task planning, persistent memory,

This post picks up where my earlier Copilot monitoring with OpenTelemetry article stopped and turns the focus to the basics. We will start with a tiny Flask app from my OpenTelemetry playground, wire

OpenTelemetry has become the standard for telemetry over the last few years. With the rise of LLM applications and agentic AI, the need for observability, auditing, and usage tracking is growing just as

Shipping code confidently means knowing it has been built, tested, and deployed automatically every time you push. That’s the promise of a CI/CD pipeline — and GitHub Actions makes it easy to set