The product

Not a generic code model. A codebase-aware agent.

Buildly indexes your repository before writing anything. The output matches your naming conventions, your module structure, your abstraction depth — not some averaged-out training distribution.

48h Style Graph build time PR-only write model 0 direct commits to main

The Style Graph: Your codebase, as a machine-readable map.

Before writing a single line, Buildly parses your repository into an AST-based semantic graph: module boundaries, import topology, naming conventions, abstraction depth, test file structure. This is not a prompt-time context window — it's a persistent, incrementally updated map of how your team writes code.

Every naming decision, every abstraction level, every convention your team has converged on — the Style Graph captures it so the agent writes code that belongs in your repo, not code that happens to pass the linter.

Diagram showing the Style Graph — how Buildly maps codebase patterns to inform agent behavior

Ticket → Branch in minutes, not days.

Buildly reads your ticket title, description, and acceptance criteria — then queries the Style Graph to identify which modules are in scope. Code is written to match your team's patterns: same function signature conventions, same service-layer abstractions, same test structure. Ambiguous requirements get a clarifying question on the ticket, not a silent wrong implementation.

The agent maintains a confidence score per task. If a ticket is missing acceptance criteria, touches a protected module, or has conflicting context, the agent surfaces a clarifying question on the ticket rather than proceeding. We don't want you babysitting a bad PR — a flagged ticket is the right output.

PLAT-247 Add pagination to /api/transactions endpoint In Progress
Add pagination to /api/transactions endpoint
Priority: Medium Sprint: Q2-W3 buildly-agent

Every write is a PR. Nothing merges without human review.

Buildly agents have exactly one write operation: open a pull request. No direct commits. No pushing to a protected branch. No auto-merge on CI pass. Your senior engineers review a finished draft, not a generation artifact.

We will not ship a "direct commit" mode. The constraint is the feature — when the blast radius is always a PR, engineers trust the output enough to review it seriously rather than re-write it.

feat: add paginated /api/transactions endpoint buildly/PLAT-247
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)

Connects to your stack.

GitHub

Reads issues, opens PRs, watches CI status.

GitLab

Full MR lifecycle: open, update, comment on CI failures.

Jira

Reads tickets, updates status when PR opens.

Linear

Pulls issues from cycles, links PR back to issue.

GitHub Issues

Treats Issues as tickets — same agent pipeline as Jira.

Bitbucket

Full PR support for Atlassian-stack teams.

Your code doesn't leave your environment.

01

Agent authenticates via a scoped VCS token you provision. Read access is limited to the repos you explicitly authorize — nothing else in your org.

02

Style Graph indexing runs against your repository via scoped read access. On the Enterprise self-hosted option, the agent and graph index run entirely within your infrastructure. Cloud-tier processing uses encrypted-in-transit, short-lived context — no source code is persisted in Buildly storage.

03

PR-only write model: every agent action produces a pull request, never a direct branch push to a protected branch. You review before anything merges.

Ready to see it on your codebase?

Book a 30-minute demo. We'll run the agent against a repo that looks like yours. If Buildly isn't the right fit for your stack, we'll tell you that too.