MartinLoop

TL;DR

A babysitting layer for AI coding agents that prevents them from burning your cloud budget or nuking your codebase in an infinite loop.

Who is this actually for?

Engineering leads and paranoid solo devs who want to use autonomous agents without giving them a blank check.

The Good

• Limits agent autonomy so you do not wake up to a massive API bill from a recursive logic error.
• The audit trail makes it easier to debug exactly where an agent lost the plot.

The Catch (Potential Downsides)

Adding another layer of control usually means more latency in an already slow agentic process. There is also a high risk that major IDEs will sherlock these exact guardrails natively by next quarter.