Blog Posts | Joshua Berkowitz

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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

0 13090

Github Repos

Pathway: Real-Time Data Processing with Python and Rust

Businesses demand real-time insights from streaming data and a groundbreaking framework is emerging from France that promises to change the entire process. Pathway represents a shift in how we approac...

ai data-processing differential-dataflow llm machine-learning python rag real-time rust streaming

Oct 3, 2025

0 7678

Github Repos

Firecrawl: The Web Data API That's Upending How We Scrape the Internet

firecrawl Organization firecrawl The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 🔥 55.9k 4.7k 201 GNU Affero General Public License v3.0 Homepage 66.6k KB 4.7...

ai api javascript open-source python typescript web-scraping

Sep 9, 2025

0 14861

Github Repos

Grist: The Spreadsheet That Thinks Like a Database

In the world of data management, there's been a long-standing divide between the simplicity of spreadsheets and the power of databases. Excel and Google Sheets excel at quick calculations and simple d...

collaboration database data-management open-source python spreadsheet sqlite typescript

Sep 4, 2025

0 8569

Github Repos

PyManager and PEP 773 Are Improving Python Installation on Windows

If you've ever tried installing Python on Windows, you know it can feel like navigating a maze of confusing choices. Traditional .exe installers, Windows Store packages, NuGet, and embeddable distribu...

automation backwards compatibility installer PEP 773 PyManager python software management windows

Jun 16, 2025

0 8019

News

Introducing Pyrefly: Turbocharging Python Type Checking with Real-Time Speed

Identifying Python bugs as you type, no more waiting for slow checks or missed errors is the promise of Pyrefly, Meta’s new alpha-stage type checker and IDE extension designed to deliver lightning-fas...

checker feedback github meta’s pyrefly pyrefly’s python source

May 20, 2025

0 5236

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