PHASE_02WORKSHOP_ID: EVAL-400

MASTERING AI_EVALS

Transition from qualitative "vibes-based" testing to rigorous, automated engineering. Building the trust layer for production-grade LLM applications.

REALTIME_STATUS
Accuracy: 98.42%
Latency: 124ms

Core_Modules

SYS_REF: 04_CURRICULUM
MOD_01

Foundations of Reliability

Build deterministic evaluation harnesses, sampling strategy, and reproducible test suites for non-deterministic models.

MOD_02

LLM-as-a-Judge

Design judge prompts, calibration sets, and scoring pipelines that resist reward hacking.

MOD_03

Red Teaming

Automated adversarial probes, dataset generation, and continuous regression detection.