Observed arrival · 2026-09-20
Decision Circuits
A Python library and hosted API for turning model answers into typed, auditable decisions.
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- Developers building auditable model-assisted decisions
- Worth noticing
- Four models share one API across text, images, and audio; hosted keys allow 1,000 questions per day without an account.
Field notes
The project separates probability-producing model calls from the code that applies thresholds, votes, verification, and escalation rules. Its model family covers text and JSON, images and video frames, and speech or sound, while presenting a shared request format across models. The homepage also exposes a timed benchmark quiz and links to downloadable weights, a Python package, GitHub, and a hosted endpoint with stated free daily usage.
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