you don't need a better AI setup. you need less setup.

most of you spend more time configuring their agent stack than actually building and they wonder why their agents hallucinate.
here's what actually works after months of production use:
> separate research from implementation.
> stop asking leading questions. "find a bug" and it'll invent one just to please you. ask it to analyze the logic neutrally instead.
> agents know how to start tasks. they don't know how to end them. give them a contract: these tests pass, this screenshot matches, or you're not done.
> every useful tool you're installing today will be native in Claude/Codex within 6 months. skills, memory, subagents, all started as plugins. all got absorbed.
> the cycle is: start barebones. add rules when something annoys you. clean up when performance drops. repeat.
just read the changelogs and iterate.