Blog Posts | Joshua Berkowitz

522 Articles

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Google Code Wiki: Revolutionizing How Developers Explore Codebases

Leveraging advanced AI, Code Wiki Preview brings concise, Wikipedia-style insights right to developers, fundamentally changing how complex codebases are explored and understood. At the heart of Code W...

AI tools code documentation Code Wiki developer productivity GitHub Google open source software development

Nov 18, 2025

0 8294

News

Replicate and Cloudflare: Forging a Stronger AI Ecosystem for Developers

Replicate’s recent partnership with Cloudflare marks a significant turning point for both organizations and their developer communities. This collaboration isn’t about reinventing the wheel but about ...

AI infrastructure APIs cloud computing Cloudflare developer tools integration machine learning Replicate

Nov 18, 2025

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Dion Optimizer: Transforming Distributed AI Training Efficiency

Optimizers such as Adam and AdamW have been essential to training large-scale neural networks. However, as model sizes soar into the trillions of parameters, the need for more efficient training metho...

AI optimization deep learning distributed training large language models open source orthonormal updates PyTorch scalability

Nov 16, 2025

0 5016

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Gemini CLI Update: Making the Terminal Beautiful, One Pixel at a Time

The command-line interface (CLI) has long been a staple for developers, but it hasn't always been the most visually appealing or user-friendly environment. Google Developers recently unveiled a major ...

CLI developer tools Gemini CLI productivity terminal UI improvements user experience

Nov 16, 2025

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Bridging AI Assistants and Next.js: Exploring Vercel's next-devtools-mcp

How do we give AI coding assistants real-time access to the internal state of our running applications? Introducing next-devtools-mcp , Vercel's innovative solution that bridges the gap between AI ass...

AI Assistants AI Development Developer Tools Framework Development MCP Model Context Protocol Next.js Runtime Diagnostics TypeScript Vercel

Nov 16, 2025

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SciAgent: Gold Medal Performance Through Hierarchical Multi-Agent Scientific Reasoning

Researchers from Zhongguancun Academy, Peking University, Tencent AI Lab, and collaborating institutions have developed SciAgent, a hierarchical multi-agent system that achieves gold medal performance...

artificial intelligence hierarchical architecture mathematics multi-agent systems olympiad competitions physics ReAct framework scientific reasoning

Nov 16, 2025

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Papers

Amazon Bedrock AgentCore Gateway Unifies MCP Server Integration for Scalable AI Agents

Managing multiple specialized Model Context Protocol (MCP) servers can quickly become a headache as organizations scale their AI agent ecosystems. The latest enhancement, MCP server support in Amazon ...

AgentCore Gateway AI agents authentication AWS enterprise AI integration MCP servers tool discovery

Nov 15, 2025

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Supabase ETL: Building Real-Time PostgreSQL Replication Pipelines in Rust

In the world of data engineering, moving data from one place to another in real time has always been a complex challenge. Whether you're building analytics pipelines, syncing data across systems, or c...

cdc change-data-capture data-engineering etl github logical-replication postgresql real-time rust supabase

Nov 15, 2025

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VS Code Unifies the Coding Agent Experience: A Developer’s Guide to Smarter Workflows

Visual Studio Code’s latest updatesare transforming how developers interact with coding agents and streamlining daily development tasks.This postexplores the new unified system, from managing agents i...

AI integration coding agents context management Copilot custom agents developer workflow OpenAI Codex VS Code

Nov 13, 2025

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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

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Magentic Marketplace Is Shaping the Future of Agentic Digital Markets

Autonomous AI agents are transforming digital markets by making transactions faster, more transparent, and more competitive. However, the structure and societal effects of these agent-driven marketpla...

AI agents algorithmic bias consumer welfare digital marketplaces market simulation Microsoft Research open source security

Nov 13, 2025

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Teaching AI to See the World Through Human Eyes: Bridging the Perception Gap

Artificial intelligence has made remarkable advances in recognizing objects and sorting images, yet it struggles to truly see the world as we do. While AI can efficiently spot patterns and group image...

AI perception cognitive science DeepMind human alignment machine learning model robustness vision models

Nov 13, 2025

0 3245

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