Harness Matters is the planning, governance and operations companion for enterprises moving from traditional SDLC to agentic engineering — without losing the institutional knowledge that took decades to build.
From spec to operate, Harness Matters plans, governs and remembers — so your harnesses can focus on execution.
Onboard existing teams into agentic engineering with role-based workspaces for knowledge workers, domain experts and agent orchestrators.
Allocate, monitor and reconcile AI budgets across business units. Token burn-down, model spend and ROI in one ledger.
Cursor, Claude Code, Lovable, Devin, internal harnesses — Harness Matters orchestrates execution across the runtime that fits the job.
Reusable service maps codify your architecture so harnesses execute against a shared, governed model of the estate.
Every decision, spec and turn is captured as an enterprise asset. Knowledge stays with the company, not with the people who leave.
A rich IDE for spec-driven development where domain experts, knowledge workers and orchestrators co-author intent with agents.
A dedicated Operate surface with built-in agentic support for anomaly detection, incident resolution and inline source updates.
First-class workflows for legacy modernization and data platform migration, operating directly against Git-based source connectivity.
Plans, specs and service maps live in the platform. Execution is dispatched to whichever harness fits the workload — and the entire context flows back as enterprise memory.
Harness Matters plans with a sovereign planning LLM — inexpensive to run, fully ownable, and unlimited by default. You think, refine and govern without watching a meter.
Execution is then optimized to the right harness and the right model for the job — so spend lands where it produces code, not conversations.
Planning is free, forever.
Plan, execute and govern together.
For multi-geo, multi-BU estates.
Open the platform — planning is free, and you can connect a harness when you’re ready.