Making Ideas To Impact
I Connected Claude Code to Roboflow MCP — Here’s What Worked Last weekend I wanted to build a quick vision app to detect whether parts on our workshop shelf were correctly labeled. Nothing production-grade — just a proof of concept to see if AI could save us 15 minutes of manual checking. Usually this means: … Read more
I Self-Hosted Langfuse to Watch My AI Agents Think Two weeks ago I shipped an AI agent that helps our procurement team check vendor proposals against our ERP database. It worked great in testing. In production? Silent failures. The LLM would sometimes return garbled JSON, sometimes skip steps entirely, and I had no way to … Read more
I use AI coding tools daily. Most of the time I just describe what I want in plain language and let the model generate the code. You know the drill — “vibe coding.” But last week I noticed something: when I asked in Indonesian, the responses felt… heavier. More tokens in the chat, slower, hitting … Read more
I was setting up a simple servo test rig on Saturday — the kind of thing I’ve done a dozen times on an ESP32. Potentiometer controls a servo. Basic analogRead, map, servo.write. Nothing fancy. This is the same workbench where I’ve been experimenting with gesture recognition on ESP32, so I had all the hardware within … Read more
I read something last week that stopped me mid-scroll: vibe coding and agentic engineering are getting closer than he’d like — and he’s not comfortable with it. I get it. I use Claude Code almost every day now. Not as a novelty. As my actual workflow. And I’ve noticed the same blurring he’s talking about. … Read more
Reading Simon Willison’s Blog at 11 PM I was catching up on Simon Willison’s blog late last night when I saw he shipped Datasette Agent — an AI assistant that answers natural-language questions about your SQLite databases. The demo sold me: “When did Simon most recently see a pelican?” The agent queried his personal database … Read more