AI systems are becoming more capable every month.
But capability alone isn't enough.
Engineering requires evidence.
Can we verify this behavior?
Can we reproduce the result?
Can we confirm policy adherence?
Can we detect regressions after updates?
These questions matter because AI isn't just generating text anymore.
It's making decisions.
Using tools.
Remembering context.
Acting on behalf of users.
The more responsibility AI gains, the more important verification becomes.
Trust shouldn't be assumed.
It should be earned through continuous validation.
That's why we're building Crucible.
Helping teams verify AI behavior with the rigor of modern software engineering.
Pytest for AI Agents.
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