The AI ticket orchestrator

Tickets in.
Pull requests out.

Tenbi is an AI development team that picks up your tickets, runs a real engineering process — tests first, code, independent QA — and opens reviewable pull requests with the evidence attached. Nothing merges without your approval.

Run #483 · AC-1042 CSV export for filtered reports3 repos
PM
Architect
Test author
Developerrunning
# developer phase · implements until the tests pass
tenbi test src/reports/export.spec.ts
streams CSV in 8k-row chunks (412ms)
emits header row exactly once (38ms)
respects active report filters (96ms)
→ 1 criterion remaining · opening PR when QA passes
Works with your stack
GitHubJiraShortcutBitbucketAzure DevOpsSlackDiscord
How teams use it

Two ways in

Work the backlog from both ends

Your engineers take the roadmap top-down. Tenbi takes the backlog bottom-up — the bug fixes, tech debt, and small features that never make a sprint — and turns each one into a reviewable pull request.

Let the whole team ship

Tickets don’t have to come from engineers. PMs and leads can send work straight into the pipeline, because the process carries the engineering rigor — tests first, code, independent QA — and an engineer still reviews every merge.

What you get

A full dev team on every ticket

Six specialized agents work each ticket end to end — with the guardrails that make the output reviewable, not just plausible.

Tests before code. Tests are written from the acceptance criteria — and confirmed failing — before implementation starts.
Every run is watchable. Live logs, phase-by-phase progress, artifacts, and cost telemetry — nothing is a black box.
Cross-repo workspaces. One ticket can span several repos; every touched repo gets its own pull request in a single run.
PM — turns the ticket into a testable spec
Architect — designs the change against your codebase
Test author — writes failing tests from the criteria
Developer — implements until the tests pass
QA — adversarial review, hunting for gaps
DevOps — runs the gates and opens the PR
How it works

Specialists, not one giant prompt

Mark a ticket ready in your tracker and the pipeline takes it from there. Each phase has one job and hands verified work to the next — and your board updates itself as the run progresses.

Per-lane model routing — cheap models for small fixes, strong ones for complex work
Your coding standards injected into every workspace
Notifications in Slack, Discord, or Microsoft Teams when a PR opens
Built for review

Code you can actually trust

The workflow is designed around one question: can a human verify this quickly? Every guarantee leaves a trace you can read.

Every acceptance criterion gets an ID, threaded from PRD → test → QA check
Scope locks after planning — no silent drift between plan and code
The whole ticket is read, comment thread included
Uncertainty is flagged, never papered over
AC-1042.1exports rows as CSV with header row✓ QA
AC-1042.2respects active report filters✓ QA
AC-1042.3handles 50k-row exports without timeout✓ QA
ASSUMPTIONdate format follows the account locale — confirm
Anthropic API keyconfigured · ···k3Qs
GitHub PATconfigured · ···9fUw
Jira API tokenconfigured · ···p2Ln
Values are never displayed or logged after saving
BYO-key by design

Bring your own keys.
Keep your boundaries.

Tenbi is built exclusively on Anthropic's Claude models — the same model family behind Claude Code. It's a BYO-key system: it runs on your Anthropic key, so model usage bills to your account at cost — never pooled, never marked up. Repo and tracker tokens are encrypted at rest, scoped to your account, and never logged.

Credentials encrypted at rest, shown only as configured / not configured
Least-privilege tokens — rotate or disconnect any time
PRs only: Tenbi never merges or deploys on its own
Read how we store your keys →
FAQ

Common questions

What does "tickets in, pull requests out" mean?

Mark a ticket ready in GitHub Issues, Jira, or Shortcut, and Tenbi picks it up, works it through a fixed pipeline — spec, design, failing tests, implementation, adversarial review — and opens a pull request for your team. Your board updates as the run progresses, and a human always owns the merge.

What is agent orchestration for software teams?

Agent orchestration is coordinating several specialized AI agents through a governed workflow, each with one job and a verified handoff — instead of pointing one model at a problem with a giant prompt. Tenbi applies it to your backlog: six role-scoped agents (PM, Architect, Test Author, Developer, QA, DevOps) work each ticket end to end, and every phase leaves logs you can read.

Can AI turn a GitHub issue or Jira ticket into a pull request?

Yes — that's Tenbi's entire job. It reads the whole ticket, comment thread included, turns it into a testable spec, writes failing tests, implements until they pass, reviews the result, and opens the PR in GitHub, Bitbucket, or Azure DevOps. A ticket that spans several repos gets a coordinated pull request in each one.

How is Tenbi different from coding assistants like Copilot or Cursor?

Assistants make you faster while you type — they live in your editor and work while you watch. Tenbi works your backlog while you do something else: tickets go in, and reviewable pull requests come out. Most teams use both; they don't compete for the same hour of your day.

Does the AI merge code by itself?

No, never. Tenbi opens pull requests; your team reviews and merges. It never merges its own work and never deploys — that boundary is structural, not a setting you have to remember to switch off. It's what the open ring in our mark stands for.

What does it cost to run a ticket?

The platform fee is flat — Free to Team at $199/mo, no credits or metering — and model usage runs on your own Anthropic API key at Anthropic's prices, never marked up. Small fixes usually run a few dollars in Claude usage and land in minutes; feature-sized tickets typically run $5–$20 and 15–45 minutes. Every run reports its exact cost and duration live. Full pricing is published at tenbi.ai/pricing.

Put your backlog to work

Connect your tracker and repos, mark a ticket ready, and review your first PR today.