Tiny Agents: an MCP-powered agent in 50 lines of code

Tiny Agents in Python: a MCP-powered agent in ~70 lines of code

Give Your Coding Agents a Memory You Own

Introducing smolagents: simple agents that write actions in code.

Computer-Using Agent

Holo4: powering generalist computer-use agents

Upgrading agentic coding capabilities with the new Devstral models

Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

New tools for building agents

Using Local Coding Agents

Using Open-Weight Models in Local Coding Harnesses as an Alternative to Claude Code and Codex Subscriptions

Agentic Hardware Design as Repository-Level Code Evolution

arXiv:2606. 28279v1 Announce Type: cross Abstract: We present HORIZON, a self-evolving agent framework that treats hardware design as repository-level code evolution.

Introducing AgentKit, new Evals, and RFT for agents

Today, we’re releasing new tools to help developers go from prototype to production faster: AgentKit, expanded evals capabilities, and reinforcement fine-tuning for agents.

MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems

arXiv:2505. 16988v2 Announce Type: replace-cross Abstract: LLM-based multi-agent systems (MAS) have demonstrated significant potential in enhancing single LLMs to address complex and diverse tasks in practical applications.