I will audit your ai system architecture and write a technical report

C
chaseintech
C
chaseintech
John I

About this gig

Most AI system problems don't show up in a demo. They show up three weeks later, when a model update quietly changes behavior, or an edge case nobody tested finally happens in production.

I review your architecture and give you a written, risk-ranked report: what's likely to break, what's already fragile, and what's actually fine. No vague slide deck, no upsell built into the findings.

What you get:

  • A written report covering architecture, failure modes, and risk ranking
  • Specific findings tied to your actual system, not a generic checklist
  • A prioritized list of what to fix first and why
  • One round of follow-up questions after you've read it

I'm the founder of ChaseOS and author of Chaser Agent, an open-source MIT agent harness I read architecture for a living, not just talk about it.

Message me with a rough description of the system before ordering, so I can confirm scope and turnaround.

Get to know John I

John I

AI Engineer Agentic Systems and Automation

  • FromUnited Kingdom
  • Member sinceAug 2026
  • Languages

    English
I build agentic AI systems that are useful, reviewable and safe enough to deploy. My work covers AI agent development, workflow automation, approval gates, evaluation harnesses and AI-enabled full-stack products. I am the builder of ChaseOS and the open-source Chaser Agent harness. My code, case studies and engineering build logs are public at chaseintech.com. I work honestly: I will tell you what is straightforward, what carries risk, and whether your project is a good fit before you order.

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