Vasyl Tretiakov

A developer's coding agent with read access to check scripts predicted them instead of running them, leading to incorrect decisions and wasted tokens. The developer observed this anti-pattern in multi…

A developer building an agent-based project describes a pragmatic approach to guardrails: each check in the toolchain was added only after a real failure occurred, not designed upfront. The method, il…