prompt engineering

5 posts on this topic.

• Jul 19, 2026

  3 AIs, One Afternoon: Claude vs GPT vs Gemini on Real Work (Scored)

  I gave Claude, GPT, and Gemini the same afternoon of real work. Same 32-page report, same instruction: extract it, analyze it, write the brief. I built the answer key before anyone ran. Then I scored all three.

• Jul 13, 2026

  Make AI attack its own draft 5×: the self-critique loop's blind spot

  I don't read the first draft an AI writes. First I make the AI tear its own draft apart — up to five times — and I read what's left.

• Jul 12, 2026

  Loop Engineering, explained (it's not the /loop command)

  "Loop Engineering" is everywhere right now — but most people think it's a command or a coding trick. It isn't. It's a way of using AI: instead of being the person who prompts the agent every time, you design the system that does the prompting for you.

• Jul 12, 2026

  Why AI agents get stuck in infinite loops — and 3 rules to stop it

  On a human team, "thanks!" and "no, thank you!" is harmless. On a multi-agent AI team, that same politeness quietly loops — and melts your bill.

• Jul 12, 2026

  Why your AI ignores the rules you write — and where to put them instead

  You wrote the rule that fixes the mistake. The next week your AI shipped the exact same mistake anyway. It wasn't laziness — it was where you put the rule.