Risk classified green

No false positive findings

Detects oversized PR

Recommends splitting

Notes WIP status

Risk classified green

No false positive findings

Risk classified green

No false positive findings

Minimal review overhead

Risk classified green

No false positive findings

Risk classified green

No false positive findings

Risk classified green

No false positive findings

Detects compilation failure

Detects test failure

Catches IDOR vulnerability

Distinguishes UI hiding from real authorization

Catches same-AZ replica

Catches missing replica backups

Detects oversized PR

Recommends splitting

Flags missing description

Escalates due to auth changes

Catches silent error swallowing

Risk classified green or yellow

No false positive on every-to-some change

Minimal review overhead

Catches vulnerable dependencies

Names specific packages

Catches data race on shared counters

Catches cross-batch result leaking

Risk classified red

Detects AI authorship

Catches removed error handling

Catches removed context propagation

Risk classified red

Catches shutdown ordering bug

Risk classified yellow or higher

Catches stale authorization cache

Risk classified yellow or higher

Catches unsanitized header propagation

Catches response header echo risk

Risk classified yellow or higher

Catches health check pool contention

Risk classified yellow or higher

Catches dangerous resource reduction

Identifies cascading restart risk

Risk classified yellow or higher

Catches destroy-and-recreate risk

Catches removed safety guards

Catches apply_immediately risk

Risk classified red

Risk classified red

Catches open-to-world security groups

Catches database exposed to internet

Catches unencrypted notification endpoint

Catches overly permissive SNS policy

Risk classified red or yellow

Catches Glacier retrieval impact

Risk classified yellow or higher

Catches TOCTOU race on discount usage

Catches negative charge amount

Catches decrement-before-charge ordering

Risk classified red

Catches session never-expire risk

Catches unbounded Redis memory growth

Risk classified yellow or higher

Catches default provider mismatch

Identifies total payment outage impact

Risk classified red

Catches non-atomic rate limit check

Identifies security impact on brute force protection

Risk classified red

Catches hardcoded secrets

Detects AI authorship

Risk classified red

Catches timing attack vulnerability

Risk classified yellow or higher

Does not raise irrelevant findings

Catches TOCTOU race condition

Risk classified yellow or higher

Catches information disclosure

Risk classified yellow or higher

Catches non-transactional refund risk

Risk classified yellow or higher

Catches in-memory dedup limitation

Risk classified yellow or higher

Catches sort direction injection

Risk classified yellow or higher

Catches stale rate data

Risk classified yellow or higher

Catches 401 silently resolved as success

Catches removed auth redirect behavior

Risk classified red

Catches token storage security downgrade

Catches refresh token exposure

Risk classified red

Catches CSV injection

Risk classified yellow or higher

Catches uncapped backoff

Risk classified yellow or higher

Catches stale role in cache

Risk classified yellow or higher

Catches unsafe localStorage parsing

Risk classified yellow or higher