Forge/Arborist
DEV-OPSIN DEVELOPMENT// 002

Arborist

AI-powered code intelligence.

Automated review designed for every pull request — vulnerabilities, architecture drift and performance regressions caught before merge, with fixes suggested in context.

Review · PR #4823 findings
CRITICAL · payments/refund.ts:74
Refund amount unvalidated against original charge — overdraft path possible.
ARCHITECTURE · services/order
Circular dependency forming with inventory service — suggest event contract.
PERF · api/search.ts:19
N+1 query under pagination — est. 420ms saved per request.
AI-powered
Every pull request
Fast
Turnaround in CI
Context-aware
Your conventions, not generic rules
In-line fixes
Not just findings
Capabilities

A senior reviewer on every PR.

Vulnerability detection

OWASP-class flaws, injection paths and secret leaks flagged with severity and an in-context fix.

Architecture guardrails

Learns your intended architecture and flags drift — circular dependencies, layer violations, god modules.

Performance analysis

N+1 queries, unbounded loops and memory hot spots caught with estimated latency cost per finding.

Fixes, not just findings

Every finding ships with a suggested patch you can apply from the PR — review stays in flow.

Codebase-aware context

Reviews against your conventions and history — not generic rules — so signal stays high and noise low.

CI-native

Runs as a required check in GitHub, GitLab or Bitbucket — built for a fast turnaround, no blocked PRs waiting on review.

How it works

Connect a repo. Get reviews.

01

Connect

Install the app on your repos — Arborist indexes the codebase and learns its architecture in hours.

02

Calibrate

Tune severity thresholds and conventions with your leads; noise drops as the model adapts to your standards.

03

Enforce

Set Arborist as a required check — findings, patches and architecture reports on every PR from then on.

GitHubGitLabBitbucketJiraSlackTypeScriptPythonGoJava

Curious what Arborist could catch in your codebase?

Tell us about your stack. We'll walk you through what Arborist is designed to catch, and what a pilot would look like — within two business days.