aqumenlabs
aqumenlabs

Aqumen tests everything.

SLAB diffFence Aqumen

One platform. Three products. Every stage of your code's life — from the moment it's written to the moment it's shipped.

Explore products
The velocity gap

Devs ship at AI speed. QA still writes by hand.

Dev output
3×
PRs per engineer, with AI
QA output
1×
tests authored, unchanged

AI tripled developer velocity. QA didn't move.

The shift

From shipping in the dark — to shipping with sight.

Today

Engineers ship into a black box.

No risk signal at PR time. Regressions slip through. You learn what broke from your users.

With AQUMEN

Every step has a watchful agent.

Risk scored at PR open. Regressions caught at commit. End-to-end flows validated autonomously.

The platform

One pipeline. Three agents. Zero gaps.

~30s · on PR open
SLAB
Predicts blast radius. Crash vs. data risk, scored.
on push
diffFence
Auto-writes regression tests. Pass on base, fail on branch.
on release
Aqumen
Autonomous E2E across web, Android, API.
Why AQUMEN

One partner. Every layer. Real outcomes.

Coverage
100%
Of your PRs analyzed for impact — SLAB runs on every commit, in 30 seconds.
Maintenance
0
Lines of test code to maintain — diffFence generates tests on the fly.
Authoring time
~1 min
From English sentence to executable E2E test.

See it run on your app.

Pick one repo and one user journey. We'll show you all three products in a 30-minute pilot.

Talk to us

AQUMEN

tests everything.

SLAB
diffFence
Aqumen
One platform. Three products. Every stage of your code's life — from the moment it's written to the moment it's shipped.
Explore products
The velocity gap

Devs ship at AI speed. QA still writes by hand.

Dev output
3×
PRs per engineer, with AI
QA output
1×
tests authored, unchanged
last 12 months · engineering output
Features shipped
Tests authored
testing debt
2025 Q2Q3Q42026 Q1now
AI tripled developer velocity. QA didn't move. The gap is the bug.
The shift

From shipping in the dark — to shipping with sight.

Today

Engineers ship into a black box.

commit
→
? ? ?
→
production
No risk signal at PR time. Regressions slip through. E2E tests are brittle and expensive. You learn what broke from your users.
With AQUMEN

Every step has a watchful agent.

commit
→
SLAB
→
diffFence
→
Aqumen
→
production
Risk scored at PR open. Regressions caught at commit. End-to-end flows validated autonomously. You learn what broke before it does.
The platform

One pipeline. Three agents. Zero gaps.

Developer
commit
opens PR
SLAB
~30 seconds
Predicts blast radius. Crash vs. data risk, scored.
diffFence
on push
Auto-writes regression tests. Pass on base, fail on branch.
Aqumen
on release
Autonomous E2E across web, Android, API.
Production
shipped
with confidence
Every commit walks a gauntlet. SLAB sees impact. diffFence proves regressions. Aqumen validates journeys.
SLAB · pre-merge impact

The same diff. A different question.

github.com · PR #482
services/payments/charge.py
 def charge(user, amount):
-  return stripe.charge(user.id, amount)
+  tx = stripe.charge(user.id, amount)
+  audit.log(user.id, tx.id)
+  return tx
 
   — 4 lines changed —
→
SLAB · impact analysis
!
Return type changed
str → Transaction · 7 callers affected
HIGH
~
New side effect: audit.log
silent write · not in test fixtures
MED
✓
API contract intact
/charge endpoint unchanged
LOW
GitHub shows you lines. SLAB shows you consequences.
SLAB · architecture

Four specialists. One verdict. Thirty seconds.

PR opens → Shared codebase context → Verdict in ~30s
LB
Librarian
Structural Truth
Reads your entire codebase as one connected graph of every function, type, and call.
LW
Lawyer
Contract Guard
Catches API and contract breaks across services before they ship.
DT
Detective
Logic Tracer
Spots subtle logic shifts and validates intent against your product specs.
OR
Oracle
Telemetry Engine
Weights every risk by real production traffic and latency.
The Judge · synthesizer
Weighs every signal. Resolves conflicts.
Specialists may disagree. The Judge weighs each signal, removes noise, and writes a single human-readable verdict.
→
Verdict posted to PR
HIGH MED LOW
one signal · reviewable · auditable
Each specialist answers a different question. The Judge hands the team one answer.
diffFence · differential regression

We wrote the test. Your change failed it.

difence · main
$ difence run --auto
generated 3 tests from PR diff
running on base branch...
✓ charge() returns transaction id
✓ audit log called with user.id
✓ downstream invoice receives tx
—
3 passed, 0 failed
difence · feature/audit
$ difence run --auto
running same 3 tests on PR branch...
✓ charge() returns transaction id
✓ audit log called with user.id
✗ downstream invoice receives tx
  expected: Transaction, got: str
—
2 passed, 1 failed — regression caught
→
Same test, same diff. Green on main, red on the branch. That's a behavioral regression, with a reproduction, before merge.
$2 / PR
Aqumen · autonomous E2E

From English to executed test. In one shot.

L
"Sign up, add 2 red shirts to cart, check out as guest"
open signup01
fill form02
search "red shirt"03
+
+
add ×2 to cart04
✓
guest checkout ✓05
No selectors. No scripts. A sentence becomes a Golden Path.
Why AQUMEN?

"Can't we just build our own agents?" You can. Here's what's underneath ours.

What a team can ship in a sprint
An agent
One prompt. One model call. Wired to one repo, one flow.
— and that's the iceberg —
1 thing to maintain · brittle to every model update
VS
What AQUMEN runs in production
An agent council
Specialists per product + a Judge that resolves conflict.
02Persistent codebase memory & RAG
03Evaluation & calibration harness
04Visual grounding model for UIs
05Device farm — web & Android
06CI/CD adapters & PR plumbing
07Self-healing & flake suppression
08Multi-tenant, SSO, audit, on-prem
1 platform · managed · tuned on real PRs
Anyone can ship an agent. Few can run a platform.
Why AQUMEN

One partner. Every layer. Real outcomes.

Coverage
100%
Of your PRs analyzed for impact — SLAB runs on every commit, in 30 seconds.
Maintenance
0
Lines of test code to maintain — diffFence generates tests on the fly from your diffs.
Authoring time
~1 min
From English sentence to executable E2E test — Aqumen authors, runs, and self-heals.
1
Pick one repo & one user journey.
2
Live demo across all three products.
3
Two-week pilot with measurable KPIs.
1 / 10