---
titel: "Ticket to PR with AI coding agents"
adresse: https://anvil-coder.tech/en/ticket-to-pr
beschreibung: "Take a software ticket to a draft pull request with Anvil Coder: requirements, planning, traceable commits and executed checks for your team’s review."
sprache: en
---

Ticket to PR · A traceable workflow

# Ticket to PR with AI coding agents

Ticket-to-PR connects a software assignment to repository changes and a review handover. Anvil Coder plans implementation, coordinates coding agents and records check results. The hosted service produces a draft pull request for your team to assess before merging.

[Join the waitlist](https://app.anvil-coder.tech/register)[Request a demo](https://anvil-coder.tech/en/demo)

Access currently opens through a waitlist. The Free plan has no monthly fee; model usage is charged separately.

## Four steps from assignment to review

- ### Prepare the ticket
  
  Describe behaviour, boundaries and acceptance criteria in the internal board or a connected tracker. Connect the repository and define your project rules.

- ### Plan the change
  
  The task is divided into small work units with dependencies. Review unresolved assumptions and configure the approvals your project needs.

- ### Check the changes
  
  Agents produce commits. Configured checks report findings; build and test execution require an available toolchain.

- ### Review the draft
  
  Open the pull request in your Git host. Inspect the diff, acceptance criteria and executed checks before deciding whether to merge.

## A ticket with an assessable outcome

Illustrative task · not a benchmark

### Export the filtered order list as CSV

A title leaves many decisions open. These acceptance criteria make the assignment more concrete for implementation and review:

- Include only orders matching the active filter.

- Use a defined column order and properly escaped CSV fields.

- Apply existing access rules to the export.

- Cover an empty list, special characters and missing permissions with tests.

The handover should bring implementation, test changes and check results together. Tests that did not run and unresolved assumptions belong in your review decision.

## What makes a ticket ready for implementation?

Provide the affected feature, intended behaviour, relevant documentation and changes explicitly outside scope. A small, bounded ticket makes the first result easier to assess.

For larger work, start with a specification and curated epics. Generating tickets prepares work; it does not itself start a coding run.

[Turn a specification into actionable tickets](https://anvil-coder.tech/en/spec-driven-development)

## What should a reviewer see?

Connect three perspectives: what was requested, what changed and what was checked. The commit history helps you follow implementation. The run report records executed checks and their results.

A passing check covers only what it actually examines. Your team still assesses domain correctness, appropriate permissions and unexpected effects in the concrete diff.

[Read the walkthrough from Spec Studio to draft PR](https://anvil-coder.tech/en/blog/from-spec-to-pull-request)

## Questions before your first run

**Can we use our existing issue tracker?**

Anvil provides an internal board and connections to external trackers and Git hosts. Check the integrations page for your provider’s permissions, start trigger and feedback path.

**Does Anvil merge the pull request automatically?**

The hosted workflow hands over a draft. A person decides whether to accept the change. You can also configure approval points during implementation per project.

**What if tests could not run?**

Those tests have no execution evidence. Inspect the run findings and provide the matching toolchain or CI check before treating the draft as verified.

## Explore the next step

- [Connect your tracker and Git host](https://anvil-coder.tech/en/integrations)

- [Evaluate coding agents](https://anvil-coder.tech/en/ai-coding-agents)

- [Set implementation rules](https://anvil-coder.tech/en/guardrails)

- [Inspect reference runs](https://anvil-coder.tech/en/use-cases)

## Start with an item from your backlog

Bring a ticket and your review expectations to a demo. We can discuss planning, implementation and checks through to the draft pull request.

[Join the waitlist](https://app.anvil-coder.tech/register)[Request a demo](https://anvil-coder.tech/en/demo)