autonomous ai code review

Code review
that never sleeps.

Veld watches every push, catches what matters, writes the fix. No questions to answer. No review queue to clear. Just code that ships clean.

veld — monitoring
06:42 PR #847 opened auth/middleware.ts
06:42 sql injection detected db/query.ts:47
06:43 fix drafted ready for review
Install on a repo →
See real catches → · Watch Veld live →
3.2k issues caught · 847 fixes written · 0 regressions missed
01 — Monitor

Always watching.
Never distracted.

Veld connects to your repos and watches every event — push, PR, commit. No scheduling, no triggers to configure. It runs in the background and acts when it sees something worth acting on.

14:22main ← feature/auth-refactor
14:22scanning diff...
14:22CORS misconfiguration — origin not validated
14:22fix written · branch veld/fix-cors-847
api-service
web-frontend
payments-core
auth-service
data-pipeline
mobile-app
CRITICAL src/api/users.ts
SQL Injection via unsanitized user input
Variable userId concatenated directly into SQL query without parameterization. Attacker could extract entire users table.
Line 23 · OWASP A03:2021
HIGH lib/auth/jwt.ts
JWT secret hardcoded in source
Secret exposed in code. Anyone with repo access can forge tokens. Move to env var immediately.
Line 8 · Secret scanning
MED utils/logger.ts
Error swallowed — no retry logic
Failed HTTP call silently ignored. Downstream service outage will go unnoticed for hours.
Line 91
02 — Catch

Finds what humans
skipped.

Security, logic, performance, architecture. Veld catches the class of bugs that make it past human reviewers — not because humans are careless, but because they're tired, distracted, or reviewing at 11pm before a launch.

Security Logic errors Race conditions Performance Architecture drift Secrets
03 — Fix

Writes the patch.
Not just the complaint.

Most AI tools leave a comment. Veld writes the code. Every fix is a real diff — parameterized queries, corrected error handling, initialized variables. You review it in your PR flow. You decide what ships.

veld/fix-sql-injection src/api/users.ts
- const query = `SELECT * FROM users WHERE id = ${userId}`;
+ const query = 'SELECT * FROM users WHERE id = $1';
+ const result = await db.query(query, [userId]);
// Veld: parameterized query, prevents SQL injection
ready for review veld · 2 min ago
04 — Learn

Gets sharper
every PR.

Veld learns from your codebase, your conventions, your team's patterns. Merged fixes make it smarter. Patterns it catches in one repo transfer to all of them.

98.2%
fix acceptance rate
Veld diffs that engineers merge without edits
4.1x
faster to first review
vs teams without autonomous review
<90s
avg time to first comment
from push to reviewed

Ship clean.
Every time.

Code review was never the problem. The bottleneck was the 11pm push nobody reviewed before it hit production. Veld fixes that.

pip install veld && veld init --github