Built quiet.
Built deep.

interopt reads your codebase like a senior reviewer, proves every finding against the source it actually opened, and ships a fix — a security system that doesn't shout.

product · screenshot
01 / Problem

Security testing has four shapes.

01cheap

Static analyzers

Catch the same thing twice. Miss anything that requires reading.

scan.log · 6 findings42% duplicate
  • CWE-79new
  • CWE-79dup
  • CWE-89new
  • CWE-79dup
  • CWE-22new
  • CWE-79dup
02noisy

DAST scanners

Fire payloads at endpoints with no app context.

payloads/api/*
200 okno ctx
sent · 2,418hits · 0
03fabricated

Generic AI

Cites files it never read. Looks good until review.

cite · ai
"see auth.ts:88"auth.ts → 404file never read
conf · 0.92unverified
04slow

Manual pentest

Gold standard. Four weeks. PDF goes stale.

timeline→ pdf
w1
w2
w3
w4
delivered · w4stale · w5
02 / Capabilities

What the agent actually does.

01 · read

Reads before it reasons.

interopt clones your repository into an isolated sandbox and opens the files a finding depends on — tracing call paths like a senior reviewer instead of pattern-matching from the outside.

  • Full-repo context
  • No blind payloads
  • Ephemeral sandbox
illustration · fig.01
02 · prove

Proves every finding.

Three path guards — read, exists, contained — gate each finding before it is allowed to exist. Nothing is cited from memory, so what lands in your queue is evidence, not a guess.

  • 3-of-3 guard checks
  • Source-cited
  • Confidence scored
illustration · fig.02
03 · fix

Ships the fix, not the noise.

Once a finding is proven, interopt drafts a patch using the safe helpers already in your codebase and opens a pull request — you review the change, not a backlog of maybes.

  • Patch as a PR
  • Uses your helpers
  • Replayable transcript
illustration · fig.03
03 / Coverage

What lands in your queue.

proof ratelast 1,000 findings
0/ 1,000

Fabricated findings. Every alert in your queue cleared all three path guards — read, exists, contained.

illustration · fig.01
evidence// queue
100%

Of submitted findings cite a file the agent actually opened.

illustration · fig.02
stacks · 6// queue

Six languages reasoned from source.

illustration · fig.03
ship · ci// queue

Ships fixes where you already review.

illustration · fig.04
owasp · top 10// queue

Six of ten classes with proven patches.

illustration · fig.05
04 / How it works

From repo to merged fix.

lottie · how it works
measured across production scans
2,400+repositories under review
47Kfindings proven against source
< 2 minmedian time to first finding
0findings cited from memory

Teams stopped arguing with the scanner.

When a finding cites the exact line it came from, the conversation moves straight to the fix.

It reads like a senior reviewer wrote the finding, not a scanner dump.
Runway · AppSec lead
The citations changed how fast engineering trusted the output.
Scripta · Security eng
We stopped debating whether the issue was real and started fixing it.
Foundry · CTO
ready when you are

Point it at a repo. Get a proven fix back.

One command. interopt clones, reads, proves, and opens a pull request — you review the patch, not the noise.

install
$ npx interopt scan ./→ cloning acme/checkout … done→ reading 1,284 files in sandbox→ guard: read ✓ exists ✓ contained ✓✓ 14 findings · 3 critical · 0 fabricated
no card required · first scan is free
04 / FAQ

Questions, answered.

Stop triaging noise.
Start merging proof.

You've seen how it reads, proves, and fixes. Point interopt at a repository and let the patches start landing — every one cited to the line, none of it from memory.