Blog Posts | Joshua Berkowitz

9 Articles

github × code generation ×

Is JSON Structure the Future of Schema Languages for Messaging and Data Interchange

In a world where systems constantly exchange structured data, having robust and versatile schema definitions is more crucial than ever. As organizations rely on queues, event streams, and messaging to...

Azure code generation data interchange data validation JSON Structure messaging schema language SDKs

Dec 26, 2025

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News

Unlocking Insights with GitHub Copilot's Code Generation Metrics Dashboard

Adopting AI tools like GitHub Copilot can transform how enterprise teams write and manage code. But without clear visibility into Copilot's contributions, gauging its true value is challenging. GitHub...

AI adoption code generation dashboard enterprise GitHub Copilot metrics software development

Dec 6, 2025

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News

Gemini 3 Pro Joins GitHub Copilot: A New Era for AI-Powered Coding

AI coding assistants are evolving quickly, and developers just got a major boost. Google’s advanced Gemini 3 Pro model is now available within GitHub Copilot, expanding the toolkit for anyone seeking ...

AI integration AI models code generation developer tools Gemini 3 Pro GitHub Copilot Google AI VS Code

Nov 19, 2025

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News

Affordable AI Coding: How Developers Can Harness Powerful Tools for Less

AI coding assistants have become increasingly accessible, offering developers robust features without a hefty price tag. With a growing range of open-weight models and competitive plans, it’s easier t...

AI coding code generation developer tools free software LLMs open-weight models programming subscriptions

Oct 30, 2025

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News

Code World Model: A 32B Agentic Coding LLM Grounded In Execution Traces

This article analyzes a Meta FAIR technical report introducing the Code World Model (CWM), a 32-billion-parameter decoder-only transformer trained to model program execution and agentic software engin...

agents code generation execution traces LLM reinforcement learning software engineering

Oct 7, 2025

0 12980

Papers

Claude Agent SDK Revolutionizes Automation for Developers

The Claude Agent SDK empowers developers to create context-aware agents that automate complex technical and non-technical workflows seamlessly. While the SDK was initially the backbone of Claude Code,...

agent best practices AI agents automation Claude Agent SDK code generation context management MCP integrations

Sep 30, 2025

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News

Why AI Isn’t Ready to Take Over All of Software Engineering - Yet

Many of us software dev are starting to envision a future where AI handles the tedious aspects of software engineering; tidying up legacy code, migrating complex systems, and squashing bugs, while hum...

AI challenges autonomous systems benchmarks code generation human-AI collaboration large codebases software engineering

Aug 3, 2025

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News

MIT's CodeSteer Helps Language Models Outsmart Complex Problems

Large language models (LLMs) have dramatically changed our relationship with AI, offering impressive fluency in language understanding and generation. Yet, when these models confront tasks that demand...

AI coaching algorithmic tasks artificial intelligence code generation large language models machine learning MIT research symbolic reasoning

Aug 3, 2025

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News

Gemini Code Assist's Evolution: AI-Powered Coding Gets Smarter and More Personal

Imagine coding with an assistant that learns your habits, adapts to your workflow, and helps you solve complex problems faster. The latest updates to Gemini Code Assist make this vision a reality by i...

AI coding code generation context management developer tools Gemini Code Assist IDE plugins personalization

Jun 30, 2025

0 4521

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