Blog Posts | Joshua Berkowitz

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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 26345

Github Repos

M3-Agent: A Multimodal Agent with Long-Term Memory

The quest to create agents that can interact with the world as seamlessly as humans is on the horizon. But a significant hurdle has been equipping AI with the ability to form and recall long-term memo...

AI ByteDance Long-Term Memory M3-Agent Multimodal Agent Open Source

Sep 3, 2025

0 11253

Github Repos

ScreenEnv: Desktop Automation and AI Agent Development

Building robust AI agents that interact with desktop applications has always been challenging. Virtual machines are cumbersome, and traditional automation scripts often break with the slightest system...

AI agents desktop automation Docker GUI automation Hugging Face open source Python

Sep 3, 2025

0 6369

News

LangChain and LangGraph Enter v1.0 Alpha: A New Era for Agentic AI Development

The AI community has reason to be excited as LangChain and LangGraph achieve their 1.0 alpha milestone in both Python and JavaScript. These open-source platforms are redefining how developers build ad...

agent orchestration AI agents developer tools JavaScript LangChain LangGraph open source Python

Sep 3, 2025

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Agent Client Protocol: Making Agentic Editing Portable

The Agent Client Protocol (ACP) is an open effort by Zed Industries to standardize how code editors talk to AI coding agents. If the Language Server Protocol decoupled languages from editors, ACP aims...

ACP AI Agents Code Editors JSON-RPC MCP Open Source Rust TypeScript

Aug 31, 2025

0 58113

Github Repos

Plausible Analytics: Privacy-first Web Analytics You Can Actually Understand

Plausible Analytics is a lightweight, open-source alternative to Google Analytics built around privacy, simplicity, and speed. The core app lives in plausible/analytics and powers both the company’s m...

analytics clickhouse elixir open source plausible privacy

Aug 31, 2025

0 52030

Github Repos

GitHub Copilot Vulnerability: How Prompt Injection Opened the Door to RCE Attacks

A critical vulnerability in GitHub Copilot , identified as CVE-2025-53773 exposed developers to remote code execution (RCE) and full system compromise, all triggered by malicious prompt injection with...

AI security cybersecurity developer tools GitHub Copilot Microsoft prompt injection remote code execution vulnerability

Aug 31, 2025

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Hermes 4: Open-Source AI Rivaling Industry Leaders Without Content Limits

Hermes 4, the latest innovation from Nous Research is an open-source AI project gaining traction by setting new standards and outperforming popular systems like ChatGPT while removing the content rest...

AI benchmarks AI training content moderation Hermes 4 language models open-source AI user control

Aug 31, 2025

0 6248

News

Claude Code in the Terminal: An agent that reads your repo and ships PRs

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you ship faster by explaining complex code, drafting changes, and handling git workflows through...

Aug 30, 2025

0 84414

Github Repos

The Python Reflex Web Framework

In the ever-evolving world of software development, the line between different programming domains is constantly blurring. Data scientists are building dashboards, machine learning engineers are deplo...

Open Source Python web development

Aug 30, 2025

0 40788

Github Repos

Gabber: The Visual Builder Revolutionizing Real-time AI Applications

Building real-time AI applications that can simultaneously process voice, video, text, and multiple data streams has traditionally required extensive expertise across numerous domains. Enter Gabber , ...

AI Multi-modal AI Node-based Development Open Source Real-time Visual Programming WebRTC

Aug 30, 2025

0 2156

Github Repos

Pruning LLMs With Regional Gradients: Inside Wanda++

Large language models are hard to deploy because memory and latency balloon with scale. In Findings of the Association for Computational Linguistics: ACL 2025, Yifan Yang and colleagues from the Unive...

AWQ Quantization Fine Tuning Large Language Models LLaMA Model Compression Model Pruning OpenLLaMA Regional Gradients Semi-Structured Sparsity Sparsity TensorRT Wanda++

Aug 29, 2025

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