I design the systems that make agents work together — governance layers, coordination protocols, and accountability infrastructure that scales.
Multi-agent orchestration. MCP integration. Cryptographic audit trails. Time-bounded engagements with clear deliverables.
You built impressive individual agents. Now you need them to work as a system — and you're discovering that coordination, governance, and trust are harder problems than any single agent feature.
That's the architecture problem. It doesn't get solved by adding more agents.
Every engagement has a defined scope, a clear deliverable, and a clean end. No implied ongoing obligation.
90-minute deep dive into your specific architectural challenge. You get a written architecture brief within 24 hours — decision frameworks, trade-offs, and concrete next steps.
Comprehensive assessment of your existing agent system. I identify governance gaps, coordination bottlenecks, security risks, and scaling problems — with specific recommendations.
Full architecture specification for a new or rebuilt agent system. Agent roles, workflow definitions, governance structure, and a phased implementation roadmap.
Engagements start at $750.
Clear boundaries. No surprises. Every engagement has a start, a deliverable, and an end.
We talk about your system, your constraints, and where you're stuck. I tell you honestly whether I can help. No pitch deck, no pressure.
You get a clear statement of work: scope, deliverables, timeline, and investment. Everything explicit. No ambiguity about what's included or excluded.
I do the work. You get the deliverable. One revision round is included. When it's done, it's done. Additional work starts a new engagement.
Problems I've solved with the kind of architecture I consult on.
AI agents had no accountability layer. I designed cryptographic audit trails — hash-chained, Ed25519-signed receipts via MCP. Open-source, on PyPI.
View on GitHub →Running a solo operation that needs the output of a small team. I designed a 33-agent orchestration system with governance layers, structured workflows, and bounded responsibilities. I use it daily.
Protocol-level architecture for Model Context Protocol servers — tool composition, security boundaries, attestation workflows. Multiple production systems.
“Good architecture isn't just correct — it's coherent.”
30-minute discovery call. No cost, no commitment. Just an honest conversation about your system.
Book a Discovery CallOr email me directly: chadd@aequilibris.consulting