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1. SpecSnap SpecSnap Public

   A multi-session coding agent benchmark measuring requirement retention, architectural boundary integrity, and token efficiency across context resets.

   Python

2. CircuitForge CircuitForge Public

   Weight-space circuit surgery, hybrid MoE topology mapping, and verifiable reinforcement learning (RLVR) for coding agents. Edits Full-Attention planning anchors in null-space while freezing routed …

   Python

3. CacheForge CacheForge Public

   Drop-in OpenAI-compatible gateway that condenses coding agents' test logs before they reach NVIDIA Nemotron on Nebius Token Factory. 2.2–4.6× more agent sessions per dollar in every pre-registered …

   Python

4. TritForge TritForge Public

   Empirical study and clean-room 1.58-bit ternary PTQ toolkit for sparse MoE models (Qwen3.5-MoE): negative result vs. 4-bit RTN, closed-form least-squares scaling, and 24% dead-neuron sparsity findi…

   Python

5. ap2-commerce ap2-commerce Public

   Autonomous Agent Payments Protocol (AP2) Commerce & Execution Node Operations Deck powered by PayPal Subscriptions & AG Studio v3.0.0

   Python