We diagnose what
others cannot see.
Thread pool starvation. Memory leaks. Async deadlocks. Silent agent failures. We find the root cause — not the symptom — and deliver fixes in days, not weeks.
Production systems should not fail silently.
Every unhandled exception, every swallowed error, every hanging thread is a design flaw waiting to surface at 3 AM. We find them before they find you.
Reliability is not a feature. It is the foundation.
You cannot bolt reliability onto a system after launch. It must be engineered in from the first line of code. We help teams build that foundation.
Every incident is a lesson the system is trying to teach you.
Postmortems are not about blame. They are about understanding. We treat every failure as a research opportunity and every fix as a permanent improvement.
Fixed price. Clear deliverables.
No surprises.
Every engagement starts with a free diagnostic call. We tell you honestly whether we can help — and exactly what it will cost.
Production Rescue Sprint
$4,9005 business days
Hands-on fix of your top 3 production bottlenecks. PR with patches, instrumentation setup, and a prevention plan.
Architecture & Performance Audit
$2,5003–5 business days
Full codebase and infrastructure review. Written report with prioritized findings, root cause analysis, and a 60-minute walkthrough.
AI Agent Guardrails Review
$3,5003–5 business days
Agent architecture audit. Loop prevention, rate limiting, idempotency, and cost controls for teams deploying AI agents to production.
Fractional Architect
$3,500/moOngoing
Monthly retainer for architecture guidance, code reviews, incident postmortems, and on-call advisory.
Is your system breaking
in production right now?
Book a free diagnostic call. We will tell you honestly whether we can help — and exactly what it will cost. No pitch. No commitment.
Fixed price. Clear deliverables. Results you deploy immediately.