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GitHub Repos

headroomlabs-ai/headroom

50.1k stars | 3.5k forks

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM.

# Python# agent# ai

ComposioHQ/composio

28.9k stars | 4.6k forks

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

# TypeScript# agentic ai# agents

trpc-group/trpc-agent-go

1.4k stars | 178 forks

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

# Go# a2a# a2a protocol

Research Papers

KLASS: KL-Guided Fast Inference in Masked Diffusion Models

NeurIPS 2025 (Spotlight)

Masked diffusion models have demonstrated competitive results on various tasks including language generation. However, due to its iterative refinement process, the inference is often bottlenecked by slow and static sampling speed.

WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality

ICLR 2026 (Oral)

The paradigm of LLM-as-a-judge is emerging as a scalable and efficient alternative to human evaluation, demonstrating strong performance on well-defined tasks. However, its reliability in open-ended tasks with dynamic environments and complex interactions remains unexplored.


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