Day 10/90: Valid JSON, Wrong Action — Why LLM Tool Calling Fails

📌 Note: Interactive math rendering is currently being updated for this post. In the meantime, you...

Zero-width, bidi and Unicode tag characters hid instructions in AI rules files. How they work, plus a ripgrep check and a git hook that block them.

Summary: AI coding agents rarely lie. They do something worse for a one-person shop: they state...

# Build RAG in C# with ASP.NET Core and Qdrant Build RAG in C# with ASP.NET Core, Qdrant and Ollama:...

A few months ago my typical afternoon looked like this: four terminal tabs, four Claude Code...

Deep dive into how function calling actually works under the hood — JSON Schema to CFG compilation, pushdown automata, logit masking, and why the model literally cannot produce invalid structure.

Static analysis and LLMs are a good pairing. I'm not here to argue otherwise. But a lot of teams are...

The second client on the hot path: net/http, encoding/json and a bufio scanner for Server-Sent Events, in a static binary from a scratch image. What the standard library gives you, and the one thing it does not.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...

Static rules break on novel agent actions, and blind human approvals break on volume. A concept we are evaluating: AI at the meta level drafting rules, a deterministic pipeline deciding, and a human sealing.