Blog Posts | Joshua Berkowitz

7 Articles

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ROMA: A Recursive Roadmap for Multi‑Agent Systems

ROMA (Recursive Open Meta-Agents) is an open-source framework from Sentient that turns complex goals into structured, parallelizable work. It does this by recursively decomposing tasks and orchestrati...

agents Agno E2B fastapi goofys LiteLLM LLM multi-agent open source python research

Oct 10, 2025

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Github Repos

Code World Model: A 32B Agentic Coding LLM Grounded In Execution Traces

This article analyzes a Meta FAIR technical report introducing the Code World Model (CWM), a 32-billion-parameter decoder-only transformer trained to model program execution and agentic software engin...

agents code generation execution traces LLM reinforcement learning software engineering

Oct 7, 2025

0 1749

Papers

DeepCode: An Open Agentic Coding System That Turns Papers Into Code

DeepCode from the Data Intelligence Lab at The University of Hong Kong (HKUDS) is an open agentic coding system that turns research papers and natural language requirements into working code. It aims ...

agents code-generation HKU MCP Paper2Code Python RAG research-reproduction Streamlit

Sep 3, 2025

0 7832

Github Repos

Mistral’s Agents API Is Ushering in Practical, Action-Oriented AI

Artificial intelligence is quickly moving beyond mere conversation. With the launch of Mistral’s Agents API, developers now have access to AI that not only understands but also takes action, learns fr...

access agentic agents assistant: business complex developers mistral’s

May 28, 2025

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News

Revolutionizing Windows Automation: Inside Microsoft Research's UFO2 AgentOS

Seamless Automation at the OS Level Desktop automation is undergoing a transformation, moving away from brittle scripts and clunky process emulators. With Microsoft Research's UFO2 AgentOS proposal fo...

agentos agents applications. automation desktop tasks their windows

May 22, 2025

0 1826

Quick Research Reviews

Microsoft 365 Copilot Unveils Custom AI and Multi-Agent Collaboration at Build 2025

Microsoft is redefining how organizations harness artificial intelligence with a wave of new capabilities for Microsoft 365 Copilot, announced at Build 2025. These advancements put powerful, customiza...

agent agents build copilot microsoft organizations their these

May 20, 2025

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News

Empowering the Next Generation of Intelligent Agent Apps with Open Protocols

Agents Are Evolving: The Next Leap in Intelligent Software AI agents have rapidly matured from basic chatbots to autonomous systems driving real value in enterprise environments. Today, companies dema...

agent agentic agents azure developers foundry microsoft systems

May 12, 2025

0 1540

News

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