Agent intelligence and harness platform
PAT turns real tasks into governed Agents with tools, memory, state, evaluation, human authority and production evidence.
Inspect the engineering lifecycle →
Not another business Agent
Convert emerging methods into reusable, tested platform capabilities.
Connect model, context, memory, tools, state and approval as one runtime.
Run baselines and controlled experiments before domain teams integrate changes.
Permissions, budgets, audit logs, human gates, release controls and rollback.
Prompt is one component, not the system
Real task, deliverable, success contract and baseline.
Workflow, roles, boundaries, handoffs and failure cases.
Typed data, tools, APIs, context and memory.
State machine, bounded retries, escalation and termination.
Permissions, budgets, Human Gates and audit trail.
Frozen tasks, comparable baselines and release thresholds.
Deployment, monitoring, rollback and failure recovery.
Feedback, gap analysis and versioned evidence.
Twelve reusable modules
Agent definition and stable boundaries.
Reusable professional workflows.
Schema-bound capabilities and mocks.
Replaceable provider interfaces.
Registries, runs, experiments and evidence.
Working, episodic, semantic and procedural state.
Relevant information under explicit budgets.
State, routing, retries and handoffs.
Quality, cost, reliability and safety evidence.
Traces, logs, metrics and incident context.
Least privilege, approval and isolation.
Release, monitoring, rollback and ownership.
Deterministic control plane
First executable contracts
Serves PCT diligence, PIT preparation, PAAT research and PDAT source discovery.
Measures: evidence coverage, citation accuracy, unsupported claimsServes PPRT, PAAT, PDAT, PET and website delivery under repository boundaries.
Measures: test pass rate, regressions, review findings