2026-11-02 · 1 min

same guy. same notes. new name, more heat.

2026-07-16 · 14 min

An agent-driven Instagram pipeline keeps broadcasting separate from the feed by combining deterministic tools, bounded judgment, and local memory.

2026-03-22 · 5 min

AI does not erase work. It moves the bottleneck and lowers the bar for neglected projects.

2026-03-12 · 2 min

If the query already works, make the model call it. Do not let it rewrite SQL every morning.

2026-03-05 · 3 min

Fast software creates overlapping tools, conflicting calculations, and a trust problem that another tool cannot fix.

2026-02-28 · 3 min

The instinct that made you a good engineer will bruise people if you lead with it.

2026-02-14 · 5 min

ChatGPT is a wrapper. The model is the shift. Build on the engine.

2026-01-21 · 2 min

Running many AI agents at once moves the bottleneck from execution to evaluation and fractures the attention needed for deep work.

2026-01-12 · 2 min

You do not scale. The system you build once does.

2025-11-28 · 6 min

Low-risk experiments with Cursor, context windows, and monorepos often teach more than theory alone.