Your tickets.
Fixed by AI.
Reviewed. Secured. Merged.
EnsureFix reads your tickets, writes the code, reviews every PR for bugs and security issues, and opens pull requests. You review and merge.
Works with GitHub, GitLab, Bitbucket, Azure DevOps, Jira
priority: high · repo: api-service
What EnsureFix does
Three things, done well. Fix tickets, review PRs, catch security issues.
Ticket → Pull Request
Point EnsureFix at a ticket. It figures out what to change, writes the code, checks it for bugs, and opens a PR. You review the diff and merge.
- Root cause analysis
- Multi-file code generation
- Self-healing on test failures
- Confidence-based auto-merge
- CI failure auto-recovery
AI review on every PR
Connect EnsureFix to your repos. Every PR gets reviewed — inline comments on the diff, security issues flagged, style violations caught. Works like a tireless reviewer who never misses a thing.
- Inline code comments on PRs
- Security vulnerability detection
- Best practice enforcement
- Auto-fix suggestions with patches
- Review severity scoring (SAFE/REVIEW/BLOCK)
Security scanning, built in
Catches hardcoded secrets, SQL injection, XSS, insecure Docker configs, vulnerable dependencies, and license issues. Runs on every commit so nothing slips through.
- SAST with CWE tracking
- Secret & API key detection
- Dockerfile, Terraform, K8s scanning
- Dependency vulnerability checks
- License compliance validation
And much more
Test generation
Writes tests for code that doesn't have them yet.
Codebase Q&A
Ask questions about your repo. Get answers with file references.
DORA metrics
Deployment frequency, lead time, failure rate, MTTR — tracked.
Browser reproduction
Reproduces UI bugs with Playwright — screenshots, console, network.
Learns from feedback
Tracks which fixes you accept/reject. Adjusts over time.
Reasoning traces
See why the AI made each decision. Full transparency.
How a ticket becomes a PR
Five stages. You control where to approve and where to automate.
Ticket arrives
From Jira, GitHub, Azure DevOps via webhook
AI plans the fix
Analyzes codebase, identifies files, creates plan
Code generated
Production code with self-healing on failures
Review & validate
Security scan, 16-point validation, confidence
PR merged
Branch pushed, CI monitored, auto-fix failures
EnsureFix vs alternatives
| Capability | EnsureFix | Copilot | ChatGPT |
|---|---|---|---|
| Autonomous ticket-to-PR | |||
| 8+ specialized agents | |||
| Self-healing on CI failure | |||
| Self-improving from feedback | |||
| Explainable reasoning traces | |||
| Enterprise approval gates | |||
| Per-token cost tracking | |||
| GitHub, GitLab, Bitbucket, Azure | ~ |
Common workflows
Most teams start with one of these. Pick what hurts most.
Bug Fixes on Autopilot
Point EnsureFix at your bug tickets. It reads the issue, traces the root cause, generates a fix, validates it against 16 safety checks, and opens a PR.
CI Failure Recovery
When CI breaks, EnsureFix analyzes the failure logs, diagnoses the issue, generates a fix, and pushes — often before anyone notices.
Backlog Burndown
Have 200 low-priority tickets gathering dust? Let EnsureFix process them in batches while your team focuses on complex architecture work.
Want to see it work on your codebase?
We'll run EnsureFix on a real ticket from your backlog during the demo. No slides.