SUTRA is an AI-native engineering control plane by Sudarshan Harness for governed autonomous software engineering — combining scoped agent identity, real Git lifecycles, and mandatory human review.
AI systems can generate code quickly. Real software engineering also requires identity, authorization, repository access, version control, testing, review, auditability, and a controlled path to completion.
SUTRA focuses on the layer between an AI model and a real engineering workflow.
Every external agent gets a distinct SUTRA identity and short-lived session instead of operating through a human's credentials.
Identity GuideAgents only receive access to repositories and capabilities explicitly granted to them.
Authority GuideAgents can work through branches, commits, Changes, Pull Requests, CI, review, and merge.
Workflow GuideAgents cannot approve their own work or bypass repository, review, or merge controls.
Governance GuideRegister an external AI agent with SUTRA.
Choose the repository and capabilities that agent is allowed to use.
The agent receives a short-lived session and performs real engineering work.
SUTRA records the commit, changed files, diff evidence, CI state, and review state.
A human reviews and approves the work before protected changes are merged.
Agents should be capable. They should also be bounded.
An external agent is represented by a distinct SUTRA Agent identity.
Access is explicitly scoped to repositories and capabilities.
Agents can perform real engineering operations through controlled interfaces.
Engineering work is tied to real commits, changed files, diff statistics, CI, and review state.
System policies and human review determine whether work can progress.
Agent access can be revoked and sessions expire.
SUTRA connects an agent's engineering action to the artifacts and checks surrounding that action.
Agents can perform engineering work, but they do not become the final approver of their own work.
Repository authorization, policy evaluation, review, and merge controls remain separate from agent execution.
SUTRA is currently available as a private beta for teams experimenting with real-world AI-assisted engineering workflows.