Vol. 01 — Issue 07Est. 2026
New · Gemini 3 reasoning engine

The review layer
for shipping software.

Stomia is autonomous code review infrastructure. Every commit is analyzed by a reasoning-grade model — bugs, security risk, performance, maintainability — with cited fixes your team can merge.

SOC 2
Type II
ISO
27001
GDPR
Compliant
stomia — review — 96×32
$ stomia review --branch main
 Fetching diff  ·  42 files · +1,204 −318
 Reasoning     ·  gemini-3-flash-preview
 Analyzing     ·  security · perf · logic

▲ high    auth/session.ts:82
        JWT verified without audience claim.
        ↳ fix add jwt.verify({ audience })

■ med     api/users.ts:145
        N+1 query in listUsers loop.

✓ pass    96 checks · 0 regressions

score   quality 94  security 88  perf 96
94
Quality
88
Security
96
Perf
01 · Thesis
Reading time
3 min
Filed under
Engineering, AI, Infra

Human review doesn't scale.
Autonomous review does.

Every fast-moving team hits the same wall: pull requests pile up, reviewers become bottlenecks, and quality gets traded for velocity. Linters catch symptoms. Traditional SAST tools drown you in noise.

Stomia replaces that stack with a single reasoning engine that reads code the way a senior engineer does — with context, with intent, and with a fix. It runs on every commit, in every branch, across every language your team ships.

02
Feature grid
Capabilities

One engine. Every dimension of code quality.

Core

Reasoning-grade review

Compound reasoning across your entire diff. Stomia doesn't grep — it reads. Every issue includes a rationale, a citation, and a suggested patch you can merge in one click.
- const user = await db.user.findMany();
+ const user = await db.user.findMany({
+   include: { posts: true }, // n+1 → single join
+ });

Security & OWASP

SQLi, XSS, auth misuse, secrets, and dependency CVEs.

Performance

N+1 queries, hot loops, memory pressure, wasteful allocation.

Logic & correctness

Off-by-one, race conditions, dead branches, unhandled promises.

PR reviews

Inline comments, severity labels, and diffs on GitHub & GitLab.

Trend reports

Weekly & monthly quality, security, and debt trends per team.
16
Languages
TS · Py · Go · Rust · Java · C# · Ruby · +9
40+
Detectors
OWASP · CWE · perf · a11y · maintainability
<12s
Median scan
Warm cache · 10k LOC diff · P50
99.9%
Uptime
Multi-region · SLA backed
04
How it works
Workflow

Four steps. Zero rituals.

01 / 04

Connect

Import from GitHub, GitLab, or Bitbucket — or paste a file. Ten seconds.

02 / 04

Scan

Reasoning engine + static analysis cross-check every diff, every branch.

03 / 04

Review

Inline severities, cited fixes, quality gates on merge.

04 / 04

Track

Trend scores, debt, and risk across teams and time.

05
Plans
Pricing

Start free. Scale when you're ready.

Free
$0forever

Public repos, single dev.

  • Unlimited public scans
  • Community support
  • 3 detectors
Choose Free
Most popular
Team
$29per dev / month

Everything a fast team needs.

  • Unlimited private scans
  • PR reviews
  • 40+ detectors
  • Trend reports
Choose Team
Enterprise
Customannual

Compliance, SSO, self-hosted.

  • SSO / SAML
  • Audit logs
  • In-VPC runners
  • SLA & priority review
Choose Enterprise
06
Answers
Questions

Frequently asked.

Which languages do you support?+

JavaScript, TypeScript, Python, Java, C#, C++, Go, Rust, PHP, Ruby, Kotlin, Swift, HTML, CSS, SQL, and Solidity.

Do you train on my code?+

No. Your code is used to produce your report and nothing else. Nothing is retained for model training.

How is this different from a linter?+

Linters find surface issues. Stomia reasons about intent, correctness, and security context — and shows its work.

Can I self-host?+

Enterprise customers can run runners in-VPC or on-prem. Talk to us.

How fast is a review?+

Median P50 is under 12 seconds on a warm cache for a 10k-line diff.

Do you integrate with GitHub?+

Yes. First-class GitHub + GitLab + Bitbucket integrations with inline PR reviews.

Ready when you are

Your next merge
could be your best one.

No credit card · 14-day trial on Team · Cancel anytime