MCP-only
Use this when discovery or compliance means the client team will operate the agent.
- Connectivity validation
- Scoped host setup
- Read-only or constrained rollout
How I Work
We help CTOs and engineering leaders orchestrate the tools their teams already rely on, add control layers around AI execution, and keep cross-system work reliable in production. Start with Workflow Infrastructure. Add the Reliability and Control Layer when failure cost rises. Escalate to Enterprise Extension for high-stakes operations.
Workflow Infrastructure creates the route. The Control Layer decides whether the route can run fast, needs review, or should stop.
Safe actions run fast. Risky actions route to approval. Disallowed actions stop with a reason.
Start with one workflow. Add the Control Layer when failures become expensive. Escalate to Enterprise Extension when governance and orchestration requirements widen.
Use this when discovery or compliance means the client team will operate the agent.
The governed middle that makes Skills + MCP safe to run in production.
Apply when cross-system orchestration, auditability, and deterministic recovery all matter at once.
Discovery can start with MCP-only, but the Control Layer is where execution becomes a managed product instead of a loose integration.
The Control Layer is not a promise in a sales call. It is a set of artifacts your team can inspect, run, and inherit.
Tools, resources, auth scope, and transport boundaries.
Allowed actions, approvals, escalation triggers, and operating limits.
Success metrics, manual fallback, and ownership boundaries.
Recovery steps, operator lanes, and rollback expectations.
Regression evidence that keeps releases tied to real workflow behavior.
Implement the highest-value cross-system workflows with clear trust boundaries and production behavior.
.agency adds eval coverage, release checks, policy envelopes, and incident loops as automation scope, business criticality, and risk increase.
For enterprise constraints, we extend beyond Notion-native automations with custom MCP/orchestration and governance controls.
Workflow Infrastructure for production business workflows. Reliability and Control Layer and Enterprise Extension are added as workflow complexity and operational risk increase.
When system development and team onboarding are the primary need, I provide a direct referral path to Half Dozen.
.agency owns workflow infrastructure design, reliability controls, trust boundaries, and enterprise extension architecture.
Add it when failures become expensive, workflows become autonomous, or multiple systems must stay in sync. It is the reliability gate before scale.
Use Enterprise Extension for regulated, high-volume, or cross-system operations requiring deterministic retries, auditability, and custom trust boundaries.
Yes. MCP-only remains a scoped wedge for discovery and compliance-constrained rollouts, but default delivery moves to outcomes and operational reliability.
Yes. Clients retain ownership of code, workflows, and operating documentation. We optimize for portability and long-term control.
Client-facing delivery is Skills + MCP. Technical proof uses MCP + Skills: MCP handles trust and connectivity while Skills carry behavior and workflow intent.
We’ll define your trust boundaries, failure modes, and escalation path before implementation.