#llm

📖 TL;DR An MCP agent is four things: a model, two or three MCP servers, a system prompt, and a...

Codex made Item a wire type and thread/fork a protocol call. Pi gave every session entry a parentId. Claude Code compresses the transcript in five stages.

An operational triage benchmark showed where a local LLM beat deterministic rules — and where it didn't. The result led to a hybrid architecture with human review and an audit trail.

For a while, I understood neural networks mostly mechanically. Data entered the network, passed...

Do you trust AI code? Of course you don't. Not fully. And here is the part that's easy to miss: it...

Update — v0.3.1 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

When I started building my AI technical interviewer, I did what most people do: I threw a big system...

Most teams approach a multilingual support bot as a translation problem. Wire up a translation layer,...

🇲🇦 Building SILMA-Darija: Open LLMs for Moroccan Arabic & Arabizi Most Arabic models struggle...

I've been building an agent system for a while now, and one question keeps coming back the deeper I...

I logged 1,180 Ollama requests for 24 hours and found 214 cold model loads. Why keep_alive didn't fix it, and what finally did.

I Built a GitHub Action That Writes and Publishes a DEV.to Post Every Morning I wanted to...