I help repair automation workflows that work on the happy path but fail under real inputs, retries, duplicate events, partial writes, or unclear handoffs.
Good first projects include:
- tracing one failing n8n execution from trigger to destination
- fixing API pagination, retry, or duplicate-handling problems
- adding validation and explicit failure branches
- hardening webhook intake and CRM routing
- documenting a workflow so another operator can maintain it
I start with a bounded diagnostic. For $75, I will review one sanitized workflow path and deliver a written findings report, exact node or code changes, and a small verification checklist. Larger implementation work is quoted only after that first scope is clear.
Live workflow proof with automated safety tests:
Portfolio and additional proof:
Self-serve Python API reliability kit:
Please do not send credentials, tokens, cookies, private keys, production customer records, or unredacted payloads. A redacted workflow export, screenshots, and expected-versus-actual examples are enough to start.