Workers IO

AI writes the code, we prove it works

We analyze your system, generate the properties it should hold, and test them against thousands of scenarios.

User balance must never go negative

Your tests pass, but the code still breaks?

Tests check the cases you thought of. The bugs that cause real incidents — race conditions, missing validations, data leaks — come from the cases you didn't.

Invariantswritinggeneratingenforcingenforced
balance must never go negative
retried webhooks must not double-charge
auth tokens expire after logout
01

Describe what correct means

Write a rule like "balances should never go negative" or "deleted users can't access data." Plain English. Not test code.

Worker Simulations
0inputs tested
T0
T1
T2
T3
02

We explore thousands of scenarios

We systematically explore the state space of your application so you don’t have to imagine every failure mode yourself.

Execution Trace
> transfer(alice, bob, 500)
1sender = db.users.get(alice)
2sender.balance → 200
3newBal = 200 - 500 → -300
4db.update(alice, { bal: -300 })
5← balance went negative
03

See exactly what broke

When a rule is violated, you get the exact input, the full execution trace, and a suggested fix. Every finding is reproducible.

The coverage gap

Most tools test a sliver of your system.
We explore all of it.

0%
state space explored
11 violations in unexplored states
Code Review3%

Reads the changed lines in the PR

Traditional Tests9%

Runs the specific cases someone wrote

Workers IO100%

Systematically tests across your entire system

Beyond just code correctness

Performance Budget
/api/auth
/api/search
/api/export

Performance Checking

Response time budgets. Throughput ceilings. Memory bounds under load. Define what ‘fast enough’ means for every endpoint, and we’ll tell you exactly which ones don’t meet the bar.

Monte Carlo Simulation
auth-svc |net delay
payment-svc |oom
search-svc |slow

Probabilistic Modeling

We simulate thousands of failure scenarios — node crashes, network partitions, cascading outages — and give you a probability-weighted picture of how your system actually holds up.

For teams where a bug is an incident

Ledger A
debit$1,200
credit$800
balance$400
Ledger B
debit$1,200
credit$800$950
balance$400$250

Payments & Fintech

Transaction atomicity. Balance consistency across concurrent operations. Currency precision. Idempotent retries. The standards your auditors ask about and your test suite can’t fully cover.

Active Sessions
alice_marine172.16.0.12
admin
23 mins
external_guest203.0.113.42
viewer
4 mins

Auth & Identity

Token lifecycle correctness. Permission boundaries across roles. Session state consistency. The invariants that, when broken, become your next security advisory.

compliance_scan.log
01id:"usr_8f29a1"
02email:"j.doe@corp.io"PII VIOLATION
03role:"member"
04ssn:"***-**-4832"

Data & Compliance

PII containment. Retention policy enforcement. Access control consistency across code paths. The rules your compliance team defines that your codebase must guarantee.

200 OK · 14ms
99.99% SLA
150ms limit

Infrastructure & APIs

Uptime contracts. Response time bounds. Rate limit enforcement under load. Graceful degradation. The reliability standards your SLAs promise and your customers expect.

Ship faster, break nothing

Give your team the confidence to move fast, and push ambitious changes — knowing that correctness is enforced on every change.

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