Changelog

Shipped

Feb 2026

Implemented PlanetScale

The world’s fastest and most scalable cloud database is PlanetScale. Our AWS estate is connected to our managed PlanetScale database using AWS PrivateLink for maximum security.

Robert Hommes

Shipped

Feb 2026

Self-Evaluating Loop

Added a new agent to our anomaly detection workflow that reduces bias and increases variance in classifications. A "blind" pydantic-ai ReACT loop on Opus 4.6 reanalyzes logs without seeing prior results, then compares both assessments and emits the verdict - ensuring completeness across the pipeline.

Vladimir Vučković

Shipped

February 2026

Adaptive Log Exploration

Built an adaptive token sampling strategy for large agent traces, prioritizing records from the beginning, middle, and end of context windows to preserve signal while fitting token budgets.

Vladimir Vučković

Community engagement

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