My Brightest Thoughts

How AI tools can make teams look more productive while quietly eroding the judgment that keeps systems reliable. A hard look at what dashboards don’t show.

I replaced ESLint and Prettier with Biome to simplify my workflow, reduce configuration, and speed up development.

When Your AI Code Reviewers Disagree: Inside the 'AI Debate' That Finds Hidden Bugs Discover how a new paradigm of code review automation pits two AI agents against each other in a structured AI debat

When to use retrieval-augmented generation, when to fine-tune, and the hybrid that usually wins in production AI systems.

Chains vs graphs for building AI agents: state, control flow, debugging, and why real agents need a graph.

Packaging a security toolkit as a pip-installable Python library and CLI, with an optional AI agent.

Turning an AI demo into a real product: tenancy, data isolation, metering AI usage, and Stripe billing.

Latency, interruptions and turn-taking, the parts of voice AI that decide whether a voice agent is actually usable.

Stop picking a favourite LLM. Match models to jobs, route per task, and keep the switch cheap.

One prompt to a narrated MP4, fully local with ComfyUI, FFmpeg and TTS.