Blaz Algo Systems

Send one failing webhook or API interaction and receive a concise, evidence-based diagnostic. I will classify the failure, rank likely causes, identify retry and idempotency risks, and provide one concrete patch or configuration change plus a safe verification plan. No production credentials are requested and no change is made to your system.

I will review a sanitized Python API automation for pagination, retry behavior, idempotency, duplicate handling, checkpoint safety, malformed responses, and schema drift. You receive a concise findings report, a proposed patch or implementation example, and targeted tests for confirmed failure modes. This is a code-level reliability review, not a penetration test, hosted service, credentialed deployment, or guarantee about a third-party API.