Terramind / Atlas

The
[A
I]
audit that's
parallel

Pattern scanners flag and stop. Nucleus launches hundreds of AI agents in parallel to prove which actually exploit — ranked P0 → P2, patched in-editor.

Parallel AI auditors Ranked P0 · P1 · P2 Local · private · in-editor

Join Mac waitlist View all downloads

Generated natively in Nucleus.

Security

Find the CVE before it finds you.

Scanners flood you with noise. Nucleus sweeps your repo against thousands of threat signatures, then launches hundreds of AI agents in parallel — each one opens the file, traces the data flow, and tells you what actually exploits. Local. Private. Ranked P0 → P2, patch ready.

Pipeline

signature sweep → AI auditor → triage → fix → verify

Candidates

47

100%

Investigated

47

100%

Verdicts

32

15 filt.

Triaged

24

75%

Fix linked

18

56%

Verified

12

38%

Total findings

10on this branch

By severity

Critical

2

High

4

Medium

3

Low

1

AI triage

P0

3

P1

3

P2

4

5 of 10 findings investigated by the agent — false positives dismissed, real ones prioritized.

Last scan2m ago · 1,284 files

10 shown

SQL injection via string concatenation

src/api/users/[id]/route.ts:42

criticalCWE-89P0true positiveAI investigation

Description

User-controlled `id` is concatenated directly into a raw SQL query, bypassing parameterization.

Code

const user = await db.query(
  `SELECT * FROM users WHERE id = '${req.params.id}'`,
)

Remediation

Use parameterized queries (prepared statements) or the ORM query builder. Never interpolate user input into SQL strings.

The new shape of risk

AI ships code 10× faster. Nucleus closes the loop on every push.

Throughput went up by an order of magnitude. The scanner did not. Watch the four-step loop run from raw push to green verdict — scan, audit, patch, revalidate.

Code shipped

0LOC / week

Open vulnerabilities

0findings / week

Nucleus loop

Scan

Audit

Patch

Revalidate

Before Nucleus — throughput up 10×, scanner unchanged

Where the finding shows up

CI tells you at 22 minutes. Nucleus tells you at 0.2 seconds.

Same finding. Two completely different feedback loops. Watch them run in parallel.

CICI pipeline · feedback after merge

00:00

push

build

unit tests

scan

report

00:00

IDENucleus · inline, as you type

0.00s

keystroke

sweep

audit

inline

0.00s

6,600× faster — and the finding never leaves the editor

Noise → Signal

Thousands of candidates, handful of findings.

The pattern sweep is wide. The auditor is strict. What lands on your PR is what is actually exploitable, ranked.

Regex candidates

0raw matches

After AI investigator

0true positives

Triaged findings

0P0 · P1 · P2

Attack-surface heatmap

See your repo, ranked by risk.

Every file scored. Red files first. The auditor walks the hottest tiles before the cool ones — so your time goes to what could actually be exploited.

P0 surface7

P1 surface5

Cool6

Auditor focus

handlers/users.ts

risk score 0.95 · hot

Tile queue

handlers/users.ts0.95

lib/jwt.ts0.88

config/env.ts0.85

handlers/auth.ts0.82

routes/admin.ts0.78

Inside the auditor

Reads the file. Names the line. Writes the patch.

Not a regex match. The auditor traces the data flow, picks the specific token to change, and drafts the diff.

handlers/users.tsediting…

1

2

3

4

5

6

7

AI investigator

Watching for changes…

Matcher—

CWE—

Severity—

Model—

Verdict—

The fix loop

From finding to fix, on a single belt.

One conveyor. Four stations. A finding boards as a red token and steps off as a green tick — or loops back if the patch did not stick.

01 · GENERATEAuditor drafts patch

02 · REVIEWDiff + reasoning visible

03 · APPLYEdits files, runs commands

04 · REVALIDATERe-scan, verdict green

CWE-89SQL injection

Three loops, one push

Each loop closes a different gap. All three run on every push.

Security finds the exploitable. Review checks the design. Automation wires it to the merge. All three run off the same push.

Security

Pattern sweep + AI auditor decides which findings are real and ranks them. This page.

Review

Reads the whole repo, traces every reference, gives a per-file merge verdict.

Automation

Wires both loops to push events. Runs in sandbox. Opens the fix PR for you.

Pricing

One subscription. Every Terramind product.

Your Terramind plan covers Nucleus, Chat, and everything we ship next. One bill, one account, every model.

View all plans

Free

Freeforever

Everything you need to start.

Limited agent messages
3 AI reviews per month
Basic model access
Community support

Plus

Individual

$20per month

For developers who ship daily.

Monthly credits included
Access to premium models
Cloud mode & automations
AI reviews included
Cheaper top-ups
Priority support

Business

Teams

$250per user / month

For engineering teams with security and compliance needs.

Everything in Plus
Admin controls & user management
Cheaper top-ups
Monthly credits per user
Dedicated support & SLA
Custom integrations

Get started

Your code.On autopilot.

50+

models supported

10+

providers

3

platforms — Mac, Windows, Linux

Join Mac waitlist or open Terramind Agents

One editor. Claude Code, Codex, and Atlas side by side. Auto-review on every commit, cloud agents you trigger from GitHub or Slack, and a security audit that runs while you type.

Multi-provider — Claude Code, Codex, or Atlas on Carbon / Helium / Titanium

Cloud mode — trigger a sandbox from GitHub, Slack, or REST

Automations — event-driven agents on PRs, CI, Sentry, schedules

Auto review — findings land in the gutter the moment you commit

Available on

macOSWindowsLinux

The [AI]audit that'sexploit-awareparallelparallel

Find the CVE before it finds you.

Description

Code

Remediation

AI ships code 10× faster. Nucleus closes the loop on every push.

CI tells you at 22 minutes. Nucleus tells you at 0.2 seconds.

Thousands of candidates, handful of findings.

See your repo, ranked by risk.

Reads the file. Names the line. Writes the patch.

From finding to fix, on a single belt.

Each loop closes a different gap. All three run on every push.

Security

Review

Automation

One subscription. Every Terramind product.

Free

Plus

Business

Your code.Your code.On autopilot.On autopilot.

AI ships code 10× faster. Nucleus closes the loop on every push.

CI tells you at 22 minutes. Nucleus tells you at 0.2 seconds.

Thousands of candidates, handful of findings.

See your repo, ranked by risk.

Reads the file. Names the line. Writes the patch.

From finding to fix, on a single belt.

Each loop closes a different gap. All three run on every push.

Security

Review

Automation

The
[A
I]
audit that's
parallel

Your code.On autopilot.