CrashLabs provides a release‑gate platform for action‑taking AI agents, ensuring they are safe and reliable before deployment. By replaying realistic, stateful workflows, the system detects regressions, unsafe tool usage, and data‑boundary failures in prompts, models, permissions, or code changes. This enables development teams to ship AI agents that can be trusted to act correctly in real‑world environments.
Funding
Funding not disclosed
Founders
Product
Problem
Action‑taking AI agents can behave unpredictably when deployed, leading to unsafe tool usage, data‑boundary violations, or regressions that are only discovered after release. This lack of reliable pre‑production testing hampers trust and slows adoption of autonomous AI systems.
Solution
CrashLabs offers a release‑gate platform that validates AI agents before they reach production. The system replays realistic, stateful workflows that simulate real‑world interactions, allowing teams to detect regressions, unsafe tool calls, and data‑boundary failures early. By automating these tests, developers can ensure that prompts, models, tools, permissions, and code changes behave as intended in live environments. The platform integrates into existing CI/CD pipelines, providing actionable reports that guide remediation before deployment. This approach enables organizations to ship AI agents that act reliably and safely in production.
Target Audience
Primary customers are AI product teams, platform engineers, and developers building autonomous agents that require rigorous safety and reliability validation before deployment.
Features
- Stateful workflow replay engine that simulates realistic user and system interactions for AI agents
- Automated detection of regressions, unsafe tool usage, and data‑boundary violations across model and code changes
- Integration hooks for CI/CD pipelines to enforce testing as a release gate
- Detailed failure reports with traceability to specific prompts, tools, or permissions
- Support for testing prompts, model updates, tool integrations, permission changes, and code modifications