Implementation
Python, APIs, webhooks, data transforms, small automation components and integration glue.
AGENCY / WHITE-LABEL OVERFLOW
Keep the client. Hand me the bounded technical piece.
I support agencies and small technical teams with scoped automation implementation, QA and reliability work behind the scenes. The goal is simple: remove a delivery bottleneck without adding another client-management layer.
Overflow work with a clear boundary.
QA before client delivery
Reproduction, representative fixtures, regression checks, failure-state review and concise defect evidence.
Reliability repair
Retries, timeouts, idempotency, duplicate prevention, validation, receipts and recovery paths.
Your relationship stays yours.
Bounded scope first
Start with one failing path, integration, validator or delivery check instead of a vague open-ended engagement.
Written collaboration
Briefs, payloads, screenshots, issue notes and repository context are enough for most work. Async text is preferred.
Inspectable handoff
Return the implementation with actual test evidence, setup notes and the failure/recovery behavior that matters.
Small tools you can inspect before sending work.
SIDE EFFECTS
Idempotency Receipt Ledger
Duplicate-safe receipts for webhook, API and automation retries.
Review code ↗CONTRACT QAWorkflow Contract Gate
Deterministic JSON/API validation with tests and CI-ready exits.
Review code ↗MOREAutomation & Reliability
Other service routes, fixed scopes and public proof.
View services ↗Have one piece blocking delivery?
Send the bounded task, failing input or acceptance criteria. I’ll scope the smallest useful first step.