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Research & Whitepapers

Technical documentation on the architecture that makes AI agents trustworthy in production.

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Architecture
Technical deep dive
01ARCHITECTURE

The Fabrik Architecture: Building Trustworthy AI Agents

A complete system architecture spanning pre-production simulation to production monitoring—deterministic isolation, tool interception, context engineering, adversarial generation, trace analysis, and drift detection working together to catch failures before users experience them.

18 min
Reliability
Why simulation matters
02RELIABILITY

Evals Aren't Enough: Reliable Agents Need Simulation

AI agents don't fail because they can't answer a question. They fail because they're systems—stochastic, stateful, tool-using pipelines. Why evaluation datasets can't predict reliability, and what simulation adds.

12 min

To make AI agents trustworthy in the real world.

Through integrated systems spanning pre-production simulation to production monitoring.