Blog Posts | Joshua Berkowitz

17 Articles

software engineering ×

Devstral 2 & Mistral Vibe CLI: Open-Source AI Tools for Coding Automation

Imagine a future where AI-driven coding tools are not locked behind paywalls or proprietary platforms. Mistral AI’s introduction of Devstral 2 and Mistral Vibe CLI brings this vision to life, putting ...

AI automation coding models developer tools Devstral machine learning Mistral Vibe CLI open-source software engineering

Dec 16, 2025

Anthropic’s Strategic Leap: Bun Acquisition and Claude Code’s $1B Milestone

The landscape of AI-powered software development is evolving rapidly, and Anthropic is at the forefront of this transformation with the recent acquisition of Bun , a lightning-fast JavaScript runtime....

acquisitions AI development Anthropic Bun Claude Code JavaScript open source software engineering

Dec 4, 2025

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How Anthropic Builds Smarter Long-Running AI Agents Inspired by Human Engineering

AI agents face a unique challenge when tackling complex, multi-session projects: each session starts with a blank slate, lacking the memory of what came before. This "forgetful" nature leads to duplic...

AI agents automation context windows incremental progress project management software engineering testing

Nov 27, 2025

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Claude Opus 4.5: Setting a New Benchmark for AI Productivity

Anthropic's new Claude Opus 4.5 model signals a potentially substantial leap forward in artificial intelligence, offering smarter, more efficient support for coding, research, and productivity tasks. ...

AI development AI safety Claude Opus 4.5 developer platform machine learning productivity tools software engineering

Nov 25, 2025

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Bridging the Gap: The Truth About AI Productivity Gains for Developers

AI-powered developer tools have captured the imagination of the tech world, promising to revolutionize the way software is built. While some developers report massive boosts in efficiency, others expe...

AI tools automation code quality developer productivity GitHub Copilot software engineering technical debt workflows

Nov 23, 2025

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GPT-5.1-Codex-Max: Redefining AI-Powered Coding with Safety and Scale

AI-driven software development is entering a transformative era, thanks to OpenAI’s release of GPT-5.1-Codex-Max. This advanced “agentic” coding model is engineered to tackle challenges across softwar...

agentic AI AI safety coding models cybersecurity GPT-5.1 model evaluation OpenAI software engineering

Nov 20, 2025

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VS Code Gets a Major AI Code Search Upgrade: GitHub Copilot’s New Embedding Model Explained

Modern development demands quick access to the right code. With GitHub Copilot's upgraded embedding model in Visual Studio Code, developers now enjoy smarter, context-aware code search that pinpoints ...

AI code search developer productivity embeddings GitHub Copilot machine learning software engineering VS Code

Oct 11, 2025

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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 11011

Papers

SWE-Bench Pro Sets A Higher Bar For AI Coding Agents

As AI coding agents approach human-level performance on existing benchmarks, the research community faces a critical challenge: how do we continue measuring progress when current evaluation suites are...

AI benchmarks coding agents software engineering

Sep 23, 2025

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Papers

Local AI Models Are Assiting Software Development in VS Code

AI is no longer just a futuristic add-on for software development, it is rapidly becoming a core part of the developer workflow. The latest evolution? Local AI models that run directly on your own dev...

AI development code assistants developer tools local models machine learning privacy software engineering

Sep 19, 2025

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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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New Qwen3-Coder Thrives in Agentic Coding and Developer Workflows

Qwen3-Coder, the newest release from the Qwen team, is redefining what’s possible for agentic code models. Its flagship variant, Qwen3-Coder-480B-A35B-Instruct, leverages an impressive 480-billion par...

AI coding APIs developer tools machine learning open source reinforcement learning software engineering

Jul 24, 2025

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