AI agents, RAG & automation that actually ship.

AI agents & MCP

Custom agents and Model Context Protocol servers that connect models to your tools, data, and APIs — so they take action, not just chat.

RAG systems

Retrieval-augmented generation over your docs, code, and knowledge — accurate answers grounded in your own data.

Agentic workflows

Multi-step workflows that research, decide, and execute across systems — the boring work, automated reliably.

Automated security workflows

Continuous checks, triage, and response automation — security that runs itself instead of sitting in a backlog.

Reliability & platform

SRE practice, observability, DORA metrics, and cloud architecture (AWS) — systems that stay up under load.

Product builds

Full-stack SaaS from idea to deployed, instrumented product on modern stacks — fast.

A reliability review of your agent — same discipline I'd apply to a production system, applied to the thing your business now bets on.

For founders and engineering leaders whose agent touches money, customer data, or takes real actions. I review the actual code, prompts, infra, and dashboards — and hand you findings you can show your board, your biggest customer, or your next engineer.

• A structured report scoring your agent across 8 dimensions, each rated 0–4 with evidence.
• Every finding ranked by severity — Critical → Low, with the specific fix, not hand-waving.
• A 30/60/90 remediation roadmap — what to fix this week, this month, this quarter.
• A 60-minute live readout call walking your team through it all.

48–72h turnaround from kickoff. No subscriptions, no scope creep, no surprise hourly billing. One fixed price, one deliverable.