Ask ten questions, read the text once: making a decision model 6.7x faster

A 180-degree tablet rotation left ImageAnalysis using an old target rotation. Device logs helped us replace a timing workaround with a verified fix.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked 😀: Shortform video...

A technical deep-dive into building a reliable local AI agent stack using free-tier LLMs, a custom proxy with key rotation, and self-hosted orchestration.

Demo stack: LangChain, Llama.cpp, Mistral.ai, Qwen Embeddings, PostgreSQL, Telegraf, Prometheus on...

I had three categories of document coming in, and a semantic classifier that scored every one against...

I recently published an RL environment — a reinforcement learning task that scores an agent on what...

TL;DR Bellman's math told you how to act perfectly — on paper. 1959 computers had neither...

I use AI almost every day. ChatGPT, Gemini, Claude, Copilot, and other AI tools have become part of...

A file-based delivery procedure for Claude Code and Codex that turns workflow preconditions into executable checks, with explicit limits.

Have you ever asked AI to do something very specific and it did almost everything right? Except the...