Changelog
Shipped
Apr 2026
General Agentic ReAct Loop
Added a macro-level ReAct loop to the pipeline, enabling agents to act, observe, and reason across stages while preserving their internal tool-calling loop.
Shipped
Mar 2026
Ontology Layer
Added ontology scanner that identifies dominant patterns in discovered anomalies.
Shipped
Mar 2026
Better Error Recognition
Exploring different techniques to improve the failure detection mechanism in the pipeline, including WeisFeiler-Leman algorithm.
Shipped
Mar 2026
Implemented Server-Sent Events for traces
Ability to stream JSON lines for low latency trace visibility in moyai frontend.
Shipped
Mar 2026
Failure Confidence Calibration
Replaced softmax with a more expressive scoring function and ran autoresearch on the confidence layer, sharpening its ability to separate failure from noise.
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