Deploying a real-time voice agent with AgentCore Runtime and Amplify Gen 2

I’m awake typing this at 5 AM on a Sunday morning, plagued by two issues: the modern operating model...

In the previous post, we taught a model to read our documents. It could search a pile of files and...

Go has two levels of visibility, and the lower one covers the whole package. A convention fills the gap, and it lives only in the heads of the people who wrote the package. An AI agent does not read heads.

When an agent builds something worth keeping, the instinct is to save the whole environment. That is the wrong thing to keep. A Workshop stores the intent (a re-derivable recipe) instead of a frozen filesystem full of debris and secrets.

In March 2025 I built mcp-profiler-bundle, a Symfony bundle that let AI coding agents read the...

Eight thousand developers starred a self-hosted agent this week. Most will run it on a box nobody watches at night. Three scripts decide how that ends

Do you remember when we first started using AGENTS.md files? You would have a project root file...

Since I last wrote Building AI-powered e-commerce applications using Angular & Firebase AI Logic...

This post proposes a framework for mixed human-AI teams that can hold people of different skills and knowledge area and take advance of this misc. to build fast.

Model Context Protocol (MCP) is a new approach to organizing context for large language models,...