Engineering Services
Focused engagements for production debugging, AI-generated code verification, and stabilization of consequential software systems.
Fixed-scope human engineering engagements, currently available to U.S. businesses only.
Focused engagements
$2,500 USD fixed
1–2 days · paid in full
A focused diagnostic engagement for a production failure, unreliable system, or difficult technical problem.
Deliverables
Full implementation is not included in this diagnostic engagement.
Start a production rescue$5,000 USD fixed
3–5 days · paid in full
Independent review and verification of a defined body of AI-assisted or agent-generated software work.
Focus may include
This is an engineering review, not a guarantee of correctness, formal certification, or security certification.
Start an AI code auditTypically $10,000 USD
5–7 working days
A tightly scoped implementation and hardening sprint for a known set of production, backend, infrastructure, performance, or reliability problems.
It can follow a Production Rescue Triage or begin from an existing well-defined diagnosis.
Discuss a stabilization sprintWhy focused engagements
These engagements are for bounded problems where diagnosis, independent evidence, or careful stabilization matters more than adding engineering capacity.
The result is a defined engagement with a clear objective, timeframe, and handoff—not hourly staff augmentation.
What we can work on
Work can span Rust, Python, backend systems, infrastructure, AWS/Terraform, and AI-assisted development workflows when those technologies are relevant to the actual problem.
The technologies support the engagement. They are not separate consulting products.
Start an engagement
Production Rescue and the AI Code Audit use a secure U.S.-business checkout. Sales tax is calculated from the business or service address before payment. Stabilization Sprints begin with a scope discussion.