IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
4 articles
31 Aug 2026 · 4 min read
debugging
Daily English practice for tech professionals. Morning session covering debugging and testing vocabulary — breakpoint, stack trace, flaky test, edge case, root cause — with pronunciation guide, exercises, and real-world examples.
Read more05 May 2026 · 8 min read
agentic engineering
An agent that guesses burns credits and ships bugs. An agent with Chrome DevTools, Docker logs, and semantic code understanding measures and fixes. The difference is not the model -- it is the tools.
Read more27 Feb 2026 · 6 min read
azure
Part 6 of 7 — Things will break. This is your complete troubleshooting guide for Azure Voice Live in Next.js: WebSocket drops, choppy audio, VAD false positives, session timeouts, quota limits, and every other issue you'll encounter.
Read more26 Feb 2026 · 13 min read
debugging
Part 2 of 6 — The production pain points nobody warns you about: zombie agents, metadata latency, pre-warming for 1-2s time-to-first-voice, VAD tuning for research respondents, and provider quirks.
Read more
