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Ramya Chinnadurai (@code_rams) presents a 7-step stack (4 engine, 3 brake) for…

Brief

Ramya Chinnadurai (@code_rams) presents a 7-step stack (4 engine, 3 brake) for running Claude on autopilot without waking to a mess: engine: use /loop in a throwaway session, promote session→desktop→cloud, cap tokens and match the model on every run, and set a /goal stop condition; brake: red-team the plan, ship-check outputs against promises, and scope permissions by cost to enable undo.

Source evidence

Putting Claude on autopilot is the easy half. The half nobody sells you is the brake.

Wrote the honest version: a 7-step stack for running Claude while you sleep without waking up to a mess.

The engine, runs it:
→ /loop, find it in a throwaway session first
→ promote, session then desktop then cloud, earn each tier
→ budget, cap tokens and match the model on every fire
→ /goal, give the loop a real stop condition

The brake, keeps it safe:
→ red-team the plan before the loop runs it
→ ship-check the output against what you promised
→ scope permissions by cost to undo

4 steps are the engine.
3 are the brake.

You need both.

Full breakdown in the article.👇

Ramya Chinnadurai 🚀 (@code_rams)

x.com/i/article/206394915712…

— https://nitter.net/code_rams/status/2063960920695468265#m