Ticket-to-PR automation for engineering teams

Your backlog writes its own pull requests

Buildly agents read tickets, write production code against your style graph, and open PRs - so engineers review finished work instead of writing boilerplate.

buildly/PLAT-247 Open
feat: add paginated /api/transactions endpoint
opened by buildly-agent 2 minutes ago
async def get_transactions(
- db: Session, account_id: str
+ db: Session, account_id: str,
+ page: int = 1, page_size: int = 50
+ offset = (page - 1) * page_size
return db.query(Transaction).offset(offset)
CF
MC
2 reviewers requested
~70% fewer boilerplate tickets per sprint
faster PR cycle on routine CRUD
15+ engineering teams using Buildly

From backlog to pull request in four steps

01
Connect backlog and repo

Authorize Buildly against Jira, Linear, or GitHub Issues plus your VCS. The agent reads open tickets — no webhook setup, no manual ticket export.

02
Style Graph builds

Buildly parses your repo into an AST-based semantic map in ~48 hours: module boundaries, import topology, naming conventions, test file structure.

03
Agent reads and writes

Agent parses the ticket, queries the Style Graph for in-scope modules, and generates code to match your team's existing patterns — same function signatures, same test structure.

04
PR opens for review

A finished pull request lands in your queue with the ticket link, modules changed, and any assumptions the agent flagged. Your engineers review — nothing merges without approval.

See the full flow

Not autocomplete. Full ticket‑to‑PR.

Style Graph Engine
Style Graph Engine

Before the agent writes a line, it parses your repo into a persistent semantic map: module boundaries, import graph, naming conventions, abstraction depth, test file layout. The agent writes into your patterns, not against them. The result is code reviewers recognize as theirs — not code that happens to pass the linter.

PR-Only Writes
PR-Only Writes

One write operation: open a pull request. No direct commits to main, no force pushes, no auto-merges. When engineers know the agent can only produce PRs, they actually trust the output enough to read it carefully.

Scope Isolation
Scope Isolation

One ticket, one feature branch, one PR. Parallel agents in a monorepo track file-level locks so they never produce conflicting edits. The blast radius of any single agent run is always bounded to one scope.

We had a 12-person backend team spending roughly 65% of every two-week sprint on migration endpoints and CRUD scaffolding. GitHub Copilot helped with line completion but it doesn't eliminate the tickets. Six weeks after deploying Buildly, that category of work just disappears from the board. Velocity on actual features went up immediately.
VP Engineering, Rivebrook Financial Payments infrastructure platform — 40-person engineering org
Works with your existing stack

No new tools. Buildly plugs into what your team already uses.

GitHub
GitLab
Jira
Linear
?
GH Issues
Bitbucket

Start reviewing code, not writing it.

Book a 30-minute demo. We'll run the agent against a repo that looks like yours — same stack, same ticket types. If it's not the right fit, we'll say so.