Most Claude Code sessions die in the middle — not because the model is weak, but because the brief was vague and the scope kept growing.
Here's the six-step loop I use so a feature lands as a reviewable PR instead of a sprawling rewrite:
01 BRIEF — write the win condition,...
A schedule that retries blindly will double-charge, double-email, and double-write.
Before you flip on a cron job (n8n, Railway cron, or a Next.js scheduled route), run this checklist:
1. Stable idempotency key — one key per logical job (order_id + day), not a random UUID
2. Unique...
Your AI workflow doesn't need to be smarter. It needs to know when to stop and ask a human.
Most automations break in one of two ways: they auto-send something wrong, or they fail silently and lose data. Both are design problems, not model problems.
5 rules I use for...
How to use Bench http://benchcrew.ai/