Searching protocol for "known error"
Streamline ServiceNow Problem Management.
Loads patterns and known errors before planning.
Diagnose gpt-oss and vLLM tool issues quickly.
Fix errors and document solutions.
Prevent repeated debugging fixes with memory.
Manage project gotchas and workarounds.
Identify and fix dependency vulnerabilities fast.
Avoid common agent mistakes.
Injects pre-planning intelligence.
Learn from failures, fix faster.
Safely revert mutations to a known checkpoint.
Navigate OpenRouter with confidence.