Jobs that recover

FastAPI Queue Reliability

Audit or implement background-job paths with bounded retries, timeout recovery, durable state, and reviewable evidence.

Start with the workflow

Good fit

Teams running image, file, AI, or data-processing jobs

The first step is a narrow, testable path—not a vague transformation project.

  • Written scope and acceptance criteria
  • Test evidence before handoff
  • Your accounts and buyer-owned deliverables
  • Documented limits and safe stops

Proof approach

Behavior you can verify.

Reference harness processed 125 synthetic PNG jobs, recovered five injected timeouts, and passed 17 tests with zero external actions.

See proof and public work →

Starting scopes

Clear enough to buy.

Scoped maintenance available. Final scope is confirmed before work begins.

Option

Audit

$350

  • Architecture review
  • Failure-path map
  • Prioritized findings
  • Implementation plan
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Most common

Implementation

$950

  • One queue path
  • Retry and timeout rules
  • State tracking
  • Automated tests
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Option

Hardening

$1,750

  • Recovery controls
  • Idempotency review
  • Observability
  • Runbook and handoff
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Have a different edge case?

Describe what enters, what should happen, and what fails today.

Send the problem