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Agents got good at writing codeRunning infrastructure is next

Vera builds the gyms, the benchmarks and the agents for infrastructure operations

Read our launch postExplore CloudOpsBench
Illustrative terminal session. A project is initialized and the emulator starts a gym across Amazon Web Services, Google Cloud, Microsoft Azure and Oracle Cloud Infrastructure. The benchmark scores the agent at 41 of 60 tasks, the agent trains in the gym on its 19 failures, and the benchmark then scores it at 58 of 60: a trained agent, ready to use.

Three problems prevent reliable infra ops agentsVera solves that

  1. Problem: Real clouds are risky places to learn

    Vera’s answer: Gyms emulate real clouds for safe practice

  2. Problem: One wrong change can be irreversible

    Vera’s answer: The benchmarks verify the solution an agent creates

  3. Problem: DevOps training data is scarce

    Vera’s answer: We supply real tasks and speed up agent training

From practice to production

  1. Gyms

    vera emulator · running locally

    • Amazon Web Services (AWS)
    • Google Cloud
    • Microsoft Azure
    • Oracle Cloud Infrastructure
    • More coming
    1. Run
    2. GradeFAIL 3/4
    3. Reset

    Agents practice on emulated clouds, with nothing real provisioned.

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  2. Benchmarks

    CloudOpsBench

    CloudOpsBench, top four agents by resolution rate (illustrative data)
    RankModel and harness
    01claude-opus-5-5claude-code
    02gpt-6-astracodex
    03grok-4.7grok-build
    04claude-fable-5-1terminus-2

    Graded on the end state, so any valid solution passes. Evaluates agents (model + harness), not just models.

    Explore CloudOpsBench

  3. Agents

    vera agent

    live

    vera agent "rotate the expiring TLS

    cert on the api load balancer"

    acmcert expires in 3 days

    acmrequested new certificate

    elbv2attached to listener :443

    ✓ doneapi → 200 OK in 41s

    Trained in the gyms, graded by the benchmarks, then put to work.

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Research

Published research on agents and cloud infrastructure

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