Constraint for Production Autonomy.
I build custom workflow MCPs, then run Autonomy Assurance so agent behavior stays reliable as your workflows scale.
How I Work
One Constraint OS, three escalation lanes: Custom Workflow MCPs, Autonomy Assurance, and Enterprise Extension.
Custom Workflow MCPs (.agency)
I build the custom integration and workflow logic for the operations that matter most, with clear boundaries and production-ready behavior.
Autonomy Assurance
I add evals, release gates, policy rules, and incident reviews so agent behavior stays reliable as autonomy expands.
Enterprise Extension
For high-stakes workflows, I build custom MCP and orchestration layers across systems, with governance and traceability that native automation cannot yet provide.
What's Included
A modular offer stack. Start with custom workflow MCPs, add assurance as risk grows, and extend for enterprise constraints.
Custom Workflow MCPs
.agency designs and builds the workflow-specific MCP layer that generic connectors and marketplace tools cannot model safely.
- Custom tool actions and workflow endpoints
- Business-rule mapping for high-value operations
- Secure auth and trust-boundary design
- Documentation and handoff artifacts
Autonomy Assurance
.agency runs the reliability layer that keeps autonomous operations safe as they scale: evals, release checks, policy controls, and incident loops.
- Eval suites and pre-release quality gates
- Policy and approval boundaries by workflow risk
- Incident taxonomy, triage, and postmortem loop
- Monthly tuning using run data
Enterprise Extension
When Notion-native automation hits technical limits, .agency designs and builds the extension layer for enterprise-grade autonomy.
- Custom MCP and cross-system orchestration
- Auditability and governance controls
- Deterministic retry/idempotency for critical flows
- Architecture support for enterprise requirements
The Model
Native agent features are getting easier to adopt. That is good for teams and good for velocity.
The hard gap remains custom workflow logic, reliability controls, and cross-system orchestration. That is where .agency compounds value.
When a client primarily needs full system development and team onboarding, I refer that engagement to Half Dozen directly.
Constraints are the product. Autonomy is the outcome.
Trust Artifacts
Contract Pack
Every engagement ships with mcp_contract.yaml, agent_contract.yaml, and outcome_contract.md so scope, behavior, and outcomes are explicit.
Release Evidence
Golden task definitions and pass/fail results are documented before release. Reliability is gated by evidence, not intuition.
Operations Runbook
Approval paths, escalation triggers, rollback steps, and ownership boundaries are delivered as operating artifacts your team can run.
Need trust you can inspect?
Book an architecture call and I will map your Constraint OS and show what the artifact bundle looks like for your workflows.