llm-debugging

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sauravvenkat / forkline

Forkline is a replay-first tracing and diffing library for agentic AI workflows that lets you deterministically reproduce, fork, and compare agent runs to find exactly where behavior diverged.

developer-tools ml-infrastructure cli-tools agentic-ai ai-infrastructure llm-debugging deterministic-replay trace-diffing

Updated Feb 3, 2026
Python

skyline-GTRr32 / OKI-TRACE

Star

OKI TRACE: Local LLM observability. See step-by-step, layer-by-layer what your AI thinks. Logit Lens & Attention for HuggingFace models.

python open-source ai transformers developer-tools attention-mechanism blackbox huggingface ai-tools mechanistic-interpretability local-llm ai-interpretability llm-observability ai-transparency glass-box-ai llm-debugging logit-lens

Updated Feb 14, 2026
Python

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