Aletheia is an open-source project by nsankar presented as an “Uncertainty Loop Agent” for Claude Code and Codex. The available Hacker News entry has a score of 2 and no comments, so independent validation is limited. The repository should be inspected directly for its implementation model, integration details, license, usage requirements, benchmarks, and evidence that the proposed loop improves coding-agent reliability in practice.
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