Autonomous Software Engineering at Production Scale

OrbaAgent analyzes software tasks, formulates execution plans, writes code, executes shell commands, runs test suites, and manages GitHub pull requests automatically.

orbaagent-runtime / execution-session
Execution route selected. Planning complete. Starting implementation...
Step 1/4: Analyzing repository structure and typescript definitions...
$ git checkout -b feat/add-authentication
$ pnpm exec biome check .
Checked 56 files. 0 errors found.
Step 2/4: Running Vitest unit test suite...
✓ services/model-gateway/src/gateway.test.ts (9 tests)
✓ services/model-gateway/src/router.test.ts (3 tests)
Test Files 4 passed | Tests 19 passed
Step 4/4 Complete: Pull Request created cleanly.

Engineered for Production Autonomy

OrbaAgent operates behind a unified intelligence architecture, ensuring resilience, speed, and clean code output.

Automated Route Failover

Seamless automatic failover handling across intelligence routes on rate limits, server errors, or timeouts.

Intelligence Router

Evaluates task complexity, context requirements, tool dependencies, and availability automatically without manual configuration.

GitHub Native Workflow

Creates branches, commits clean code, runs local build & test verification, and manages GitHub Pull Requests.

Autonomous 5-Step Workflow

How OrbaAgent turns natural language objectives into verified pull requests.

01

Analyze

Inspects repository, types, dependencies, and requirements.

02

Plan

Formulates step-by-step execution graph and tool calls.

03

Execute

Edits source code, adds tests, and runs shell commands.

04

Verify

Executes linting, typechecking, and unit test suites.

05

Ship

Commits to git branch and opens verified GitHub PR.

Built for Real Engineering Work

Full-stack web applications (Next.js, React, Node.js, Python)
Terminal and CLI execution in isolated environments
Automated test-driven verification (Vitest, Jest, PyTest)
Containerized Docker build and compose validation
Multi-provider failover telemetry & audit logging
User Request
↓
OrbaAgent Orchestrator
↓
Intelligence Router
↓
Primary Execution Route → [Failover Route]
↓
Execution Runtime & Tool Call Loop
↓
Verified Output & GitHub Pull Request

Frequently Asked Questions