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

0 638

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 1683

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 11374

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 3949

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

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Apache Spark 4.0: Transforming Big Data Analytics with Powerful New Features

Apache Spark 4.0 ushers in a new era for the Spark analytics engine, delivering broad advancements in performance, usability, and feature set. This release enhances everything from SQL capabilities to...

analytics apache python spark state streaming structured support

May 31, 2025

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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

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