Build logs, research breakdowns, and honest tool deep-dives from someone actually building with AI every day.
Build logs, deep-dives, and research drops.
When you run autonomous AI agents in production, prompt injection isn't a theoretical threat — it's something that happens. Here's the actual defense system we built after getting hit.
How we moved from $440/month in OpenAI, Anthropic, and Gemini API fees to running production AI on a single RTX 3090 Ti — the real numbers, the tradeoffs, and what we'd do differently.
We rebuilt the LifeOS mobile app using AI to achieve native iOS design standards. Here's the workflow, tech stack, and results using NativeWind and Reanimated.
A transparent look at building an AI trading bot in Python with FinBERT and XGBoost. Real P&L, architecture diagrams, and honest failure analysis.
A hands-on comparison of the 3 dominant CLI coding agents in 2026. No synthetic benchmarks. Real projects, real costs, real opinions on which terminal AI agent to use and when.
How we took a personal life management app from broken settings, empty dashboards, and null pointer crashes to a stable daily-use tool — using AI builder agents and a relentless QA loop.
No press releases, no sponsored takes. Just real projects, real tool usage, and honest breakdowns from someone in the trenches every day.