
Log and trace review
We read your existing telemetry, reproduce the fault in a controlled environment, and document root-cause hypotheses you can verify.

Project-based programming consulting for production defects, reliability reviews, and focused implementation support from Taipei.
Checklist-led triage keeps debugging hours aimed at reproducible faults instead of opinion loops. These items mirror how we open a reliability engagement.
Each card maps to a paid consulting track: structured reviews, hands-on debugging, or implementation support when your team is blocked on a reliability fix.

We read your existing telemetry, reproduce the fault in a controlled environment, and document root-cause hypotheses you can verify.

Concurrency mistakes, error-handling gaps, and retry storms get a written report with severity ordering—not a generic style pass.

Your engineers stay in the driver’s seat while we instrument, bisect, and land fixes for crashes that only appear under real traffic.

We work with product teams shipping services where downtime has a direct revenue or compliance cost. Engagements assume you can share code, configs, and observability—not slide decks alone.
We are not a fit for greenfield marketing sites, hardware-only warranties, or open-ended staff augmentation without a reliability objective.
Typical scopes include post-mortem facilitation, flaky test hunts, and hardening idempotent workers—always scoped in writing before billable work begins.
Workshops and reviews run over secure screen share; on-site working sessions are available in the Taipei metro when access policies allow.