Introducing SIM-1: Models that simulate large codebases and infrastructure for parallel debugging and verification

Ship every change with confidence. Simulations that catch regressions before merge.

Simulations verify code paths in your actual codebase — not browser-based UI tests. Generated from PRDs, code changes, and production patterns.

Generate
Execute
Validate
Ship
Zuora
Cayuse
Key Data
Georgia-Pacific
iCIMS

Zuoracatches billing regressions before they reach production. Nylasships with confidence using simulation coverage.

Generate simulations from how your software actually works

  • From PRDs and specs
    Reads product requirements and generates scenarios that validate intended behavior.
  • From code changes
    Analyzes every PR diff to create targeted simulations for changed code paths.
  • From production patterns
    Learns from real user workflows to simulate the scenarios that matter most.
  • Always up to date
    New scenarios generated automatically as your code and requirements evolve.

Code-level simulations, not UI tests

Prorate mid-cycle plan upgrade
Apply AUD currency conversion
Handle zero-amount invoice edge case
  • Simulates code paths, not just endpoints
    Executes against your actual codebase, catching issues unit tests miss.
  • Full-stack coverage
    Simulations span services, databases, and integrations.
  • Fast feedback
    Simulations complete in seconds, not the minutes of full E2E suites.
  • Parallel execution
    Runs all scenarios simultaneously instead of sequential test suites.

Every failure comes with a root cause

  • Root cause, not stack traces
    Every failure includes the exact code path, file, and line.
  • Suggested fixes
    Provides actionable remediation, not just a description of what went wrong.
  • Impact assessment
    Shows blast radius — how many users and workflows are affected.
  • Regression tracking
    Knows when a failure was introduced and which commit caused it.

Every simulation teaches PlayerZero more about your system. Coverage grows automatically as your codebase evolves — no manual maintenance required.

Built for production-grade quality assurance

Everything you need to ship with confidence — from simulation generation to merge gates to coverage analytics.

CI/CD integration
GitHub Actions, Jenkins, GitLab CI — simulations run as PR checks.
Deep code understanding
Semantic codebase graph across monorepos and microservices.
Coverage analytics
Track coverage and identify unsimulated critical paths.
Regression prevention
Automatically generates new scenarios when production issues are found.
PR merge gates
Configurable pass/fail thresholds that block merges until critical scenarios pass.
Grows into Support & SRE
The same production model powers ticket resolution and incident response.