Fall 2026

Workers IO

Simulation environments for verifying mission-critical software

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What they do

simulates production faults at scale to verify software before release

How close to us

2, near

checks only; tests software rather than agents, so only loosely W2 ground.

Wedges

  • W2 Seeing whether your AI agents actually produce adjacent
L1 Company brain (knows the organisation) 0, none
L2 Agent team (runs agents, tools, approvals) 0, none
L3 Does and learns (finishes, checks, measures, updates the brain) 1, light

Who buys

Firm size
not known
Buyer type
developer
Role
head of engineering
UK
not known
Their own description (from YC)

Workers IO is building simulation environments to catch failures in mission-critical software before they reach production. We run your entire system through millions of simulated production scenarios to verify its correctness and performance properties.

Coding agents can now generate code faster than teams can review it. Meanwhile, software and the infrastructure it runs on keep getting more complex. Tests check a small set of cases in isolation, in environments that are different from production. Some of the most expensive failures only surface when customers encounter them.

We run your entire system unmodified and simulate network faults, disk failures, crashes, and clock drift. We build the fault models for you and check your system’s requirements across millions of scenarios. Every failure we find can be perfectly reproduced.

Full teardown

No full teardown yet. On the deep list.

Technical detail
Slug
workers-io
Lens hash
179096c479
Pass
screen
Stale
no