ticketpipelinePR
A ticket goes in. A Pull Request comes out.
develops turns your tickets into shipped code through a pipeline of specialized AI agents — with human validation at every gate.
PR-only · hard spend caps · multi-vote · $3–5/ticket
- Router — done
- Planning — done
- Backend — running
- UI — running
- Tests — pending
- Review — pending
They orchestrate with develops
A ticket goes in, a PR comes out — and we keep control at every gate.
Fits your stack
No migration. develops plugs into your existing repos, model routing and hosting.
Git repositories
Models
Hosting and billing
GitHub, GitLab and Bitbucket end to end — clone, branch, commit, Pull Request.
How it works
- 1
1. Ticket
The PM creates a ticket with tags and complexity.
- 2
2. Agent pipeline
Smart routing: planning, code, crossed tests, multi-vote security, anti-hallucination review.
- 3
3. Pull Request
Branch, commit, PR to develop-ia — never a direct push to main.
- 4
4. Validation
Green automated tests + manual PM check on the fixed dev-ia link. BOTH, or nothing.
By the numbers
The product in pictures
Real-time Kanban
Launch a pipeline in one click from the card.
Live orchestration graph
Follow every agent live over WebSocket.
Costs and caps
Budget tracked live, hard caps per project.
Pull Request
Branch, commit, PR — never a direct push to main.
Why develops
$3–5
per ticket, vs ~$10 with a single premium model. Costs tracked live, never guessed.
PM mode & Dev mode
Clear business tracking for PMs, diff/models/timeline for devs.
Non-negotiable security
Multi-vote across model families + static analysis (SAST). Disagreement = human.
Human validation
PR-only, hard spend caps, automatic escalation to a human.
security and trust
Built to be trusted with your code
Security isn't a step at the end of the pipeline. It's wired into every stage, and a human always has the final say.
Cross-vote across model families
Sensitive decisions are voted on by multiple model families. Disagreement = human escalation, never a silent call.
Automatic static analysis
Every diff runs static application security testing (SAST) before the Pull Request. Vulnerabilities block the output.
Tokens encrypted at rest
Repository access tokens are encrypted at rest. Never in plaintext, never in logs.
Ephemeral clones
Code is cloned into a temporary workspace, deleted after each ticket. Never reused for another client nor to train models.
No direct push to main
The pipeline creates a branch, commits, then opens a Pull Request. Merging stays in your hands, after review.
Tests written by a different model
Tests are written by a model different from the code's author. No back-scratching between author and judge.
PM and Dev modes
A view for every role
Same pipeline, two readings. The PM tracks business progress; the dev inspects the technical detail.
PM mode
Business tracking, no technical noise.
- Clear ticket status: queued, running, in review, ready.
- dev-ia link to manually test the result before validating.
- Live ticket cost and remaining project cap.
- One-gesture validation — or send back with a comment.
Dev mode
Diff, models, timeline — the full detail.
- Full Pull Request diff, file by file.
- Live orchestration graph: every agent, every model.
- Model and cost per stage, security votes and SAST.
- Pipeline replay to understand every decision.
Final validation: green automated tests AND a manual PM test on the dev-ia link. Both, or nothing.
Frequently asked questions
On average $3–5 per ticket, tracked live — never guessed. Every project and org has hard spend caps: at the cap the pipeline stops, it never overruns.
Clones are temporary and deleted after each ticket, repo tokens encrypted at rest. Your code is never reused for another client nor to train models. Multi-vote security across model families + static analysis (SAST).
Never. The pipeline creates a branch, commits, then opens a Pull Request to develop-ia. Merging to main stays entirely in your hands, after human review.
Smart routing picks the right model for each stage (planning, code, tests, security, review) via OpenRouter. Tests are written by a different model than the code’s author, and security votes cross several model families.
A human keeps the last word: PR-only, validation required (green automated tests + manual PM check), and automatic escalation to you whenever models disagree or the pipeline fails.
Yes: fully bilingual UI, fr-CA / en, from the start. No hardcoded strings — everything goes through internationalization.
Turn your next ticket into a Pull Request.
Human validation at every gate, hard spend caps, PR-only. No direct push to main.