Your Autonomous
Reliability Engineer.
CORI watches repositories, investigates failures, verifies fixes, and prepares pull requests before engineers even open the incident.
Integrations
GitHub Actions, Vercel, GitLab CI
Isolation Bound
Docker Container Sandbox
Narrative Flow
From Failure to Pull Request
CORI runs an automated verification loop. Observe how each stage computes, compiles, and delivers patches securely.
Incident Detected
CORI listens to failure webhooks from GitHub, GitLab, and Vercel. Instantly extracts failure logs and execution environment variables.
{
"event": "workflow_run",
"status": "completed",
"conclusion": "failure",
"repository": {
"name": "checkout-service",
"owner": "stellaops"
},
"failed_jobs": ["build-and-test"]
}Live Walkthrough
A Production Failure Investigated
Watch CORI isolate a runtime syntax token blockage, compile the diff, and execute verification scripts in real-time.
TypeScript parser crashes due to a raw unescaped token character inside a branch list node.
Deterministic log analyzer scans AST tokens and flags JSX bounds mapping violation.
Generates a clean code correction diff targeting the exact error line.
Capabilities
Everything Engineers Need In One Place
No conversational widgets or generic chats. CORI provides a clean, automated engineering console.
Command Center
Configure pipelines, audit live remediation runs, and trace code coverage paths on a unified interface.
Repository Monitoring
granular branch and commit checks on selected repositories.
Incident Queue
Real-time feed tracking all active compilation and syntax warnings.
Verification Sandbox
Mounts ephemeral, network-isolated Docker containers to compile code and run tests before PR opening.
Pull Requests
Automated commits and PR creation via verified bots.
Audit Trail
Comprehensive audit trail logs of sandbox outputs and evaluations.
Confidence Score
Ensures minimal changes with syntactic AST matching metrics.
Webhooks
High-speed parsing pipelines taking triggers below 120ms.
Containment Pipeline
Verification Before Automation
Many AI coding assistants stop after generating code. CORI applies safety containment loops, compiling the code and running tests inside network-disabled sandboxes.
Generate Patch
Calculates code modifications.
Create Sandbox
Spawns Docker container.
Install Deps
Restores dependencies cache.
Run Build
Compiles static build assets.
Run Tests
Executes checking test suites.
Confidence
Evaluates check properties.
Approve
Manual or automated sign-off.
Open PR
Pushes code branch changes.
Inside CORI
Inside CORI
Explore the actual interfaces engineers use to investigate incidents, review verification results, and manage remediation workflows.
Technical FAQ
Engineering Specifications
Direct, code-focused specifications explaining security boundaries and AST processing logic.
Q:How does CORI generate patches without breaking code style?
CORI parses your repository's AST configurations (e.g. tsconfig, eslint rules, prettier guides) and targets only nodes affected by the stack trace. The generated patches are minimal line-level diffs rather than full file rewrites.
Q:Where are fixes compiled and verified?
Verification takes place in ephemeral, single-use Linux containers on our secure cloud nodes. The sandboxes are network-disabled, preventing data leakage, and running with hardware limit caps to prevent infinite loops.
Q:Can our engineering team approve fixes before a PR is opened?
Yes. You can toggle auto-healing settings per repository. In "hold-mode," CORI verifies the patch in a sandbox and pauses on the dashboard queue for a one-click manual approval before creating the GitHub PR.
Q:Does CORI support local self-hosted runner runners?
Absolutely. CORI integrates with existing GitHub Actions self-hosted runners, GitLab runners, or custom CI runners by receiving build logs directly via webhooks and API hooks.
Q:How does the confidence score calculation work?
Confidence scores are computed deterministically based on three checks: (1) Exit status of local compilation (0 checks), (2) 100% test suite completion rate, and (3) Syntactic AST similarity index showing zero side-effect scopes.