GitHub

GitHub

Sifaka adds reflection & reliability to LLM applications

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Sifaka improves AI-generated text through iterative critique using research-backed techniques. Instead of hoping your AI output is good enough, Sifaka provides a transparent feedback loop where AI systems validate and improve their own outputs.

GitHub launches

Launch date
GitHub
GitHub Sifaka adds reflection & reliability to LLM applications

Launched on July 22nd, 2025