Blog Posts | Joshua Berkowitz

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Docker cagent: The Open-Source Multi-Agent AI Runtime

In the rapidly evolving landscape of AI, building and deploying AI agents has often required navigating a maze of complex frameworks, managing multiple API integrations, and wrestling with configurati...

AI Agents Artificial Intelligence Developer Tools DevOps Docker Enterprise AI Go LLM Marketing Automation MCP Multi-Agent Systems Open Source

Dec 16, 2025

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Github Repos

Smolagents: Hugging Face's Minimalist Framework for Building Powerful AI Agents

Smolagents is Hugging Face's library that proves you can build sophisticated AI agents with just a few lines of code. The name says it all: this is a "smol" (small) library with an outsized impact on ...

AI Agents Code Agents Hugging Face LLM Machine Learning Multi-Agent Systems Open Source Python RAG

Dec 13, 2025

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Github Repos

Hugging Face Transformers: The Open-Source Backbone of Modern AI

Only a handful of open-source projects have achieved the transformative impact of Hugging Face Transformers. With over 154,000 GitHub stars, more than 3,500 contributors, and a staggering 398,000+ dep...

AI Deep Learning Hugging Face Machine Learning NLP Open Source Python Transformers

Dec 12, 2025

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Github Repos

Hugging Face Skills: Teaching AI Agents the Art of Machine Learning

There is something genuinely exciting happening at the intersection of coding agents and machine learning infrastructure. Hugging Face, the company that has become synonymous with democratizing AI, ha...

AI Agents Coding Agents Fine-Tuning Hugging Face LLM Machine Learning Open Source TRL

Dec 11, 2025

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Github Repos

DeepAnalyze-8B: The First Agentic LLM for Autonomous Data Science

In October 2025, the Database & Intelligent Information Retrieval Laboratory (DBIIR) at Renmin University of China released DeepAnalyze-8B , marking a significant milestone in the evolution of artific...

Agentic AI AI Autonomous AI Data Science LLM Machine Learning Open Source Python

Nov 13, 2025

0 3993

Github Repos

Teaching AI Agents Real-World Skills: Anthropic's Revolutionary Skills Framework

Anthropic has released Agent Skills , a framework that transforms general-purpose AI models into specialized agents through organized folders of instructions, scripts, and resources. anthropics Organi...

Agent Skills AI Claude Developer Tools Enterprise AI MCP Open Source Progressive Disclosure

Nov 12, 2025

0 17952

Github Repos

Chronos Forecasting: Teaching Language Models to Speak the Language of Time

Time is one of the most fundamental dimensions in data analysis, yet predicting what comes next remains one of computing's most persistent challenges. Whether forecasting tomorrow's stock prices, next...

Amazon Science Deep Learning Forecasting Foundation Models Machine Learning Open Source PyTorch Time Series Transformers Zero-Shot Learning

Nov 6, 2025

0 18491

Github Repos

Rayon: Making Parallelism Simple in Rust

In the world of modern computing, parallelism is no longer a luxury, it's a necessity. As processors continue to add more cores rather than increasing clock speeds, developers face a critical challeng...

Concurrency Data Parallelism Open Source Parallelism Performance Rust Thread Pool Work Stealing

Nov 6, 2025

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Github Repos

Kimi CLI: Your Next Command-Line AI Agent from Moonshot AI

Anew player has emerged from China's Moonshot AI that promises to transform how we interact with our terminals. Kimi CLI is an open-source command-line agent designed specifically for software develop...

Agent Client Protocol AI Agents Command Line Developer Tools MCP Open Source Python

Nov 4, 2025

0 18667

Github Repos

Spec Kit: GitHub's Bold Experiment in Spec-Driven Development

In the rapidly evolving landscape of software development, a quiet revolution is taking place. GitHub, the platform synonymous with collaborative coding, has released Spec Kit, a toolkit that fundamen...

AI Coding Assistants Developer Tools GitHub MIT License Open Source Python Software Development Spec-Driven Development Test-Driven Development

Oct 27, 2025

0 37147

Github Repos

MCP Gateway: Production-Ready Infrastructure for Model Context Protocol Servers

If you have been following the rapid evolution of AI applications, you have likely encountered the challenge of connecting language models to external systems. The MCP Gateway repository offers a solu...

AI Infrastructure API Gateway Developer Tools Enterprise Security Go Programming MCP Microservices Model Context Protocol Open Source Production Ready

Oct 27, 2025

0 8151

Github Repos

LangChain: Building the Future of Context-Aware AI Applications

In October 2022, a team of engineers released LangChain , a Python framework designed to solve a fundamental challenge in the emerging world of Large Language Models. The question they tackled: how do...

Agent Framework AI Agents Framework LangChain LangGraph LangSmith LLM Machine Learning Open Source Python RAG

Oct 25, 2025

0 13904

Github Repos

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