Blog Posts | Joshua Berkowitz

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Automating AI Alignment: How Anthropic’s Bloom Reimagines Behavioral Evaluation

Evaluating the behavior of advanced AI models is a growing challenge as systems become more capable and complex. Manual assessment methods can’t keep up with rapid model evolution, risking outdated be...

AI alignment AI safety Anthropic automation behavioral evaluation Bloom model benchmarking open source

Dec 26, 2025

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Unlocking the Power of Data Lakehouses: How Supabase’s iceberg-js Transforms JavaScript Data Workflows

Modern applications require seamless access to vast datasets, but bridging web technologies with enterprise-grade data lakes has been a persistent challenge for developers and architects. Supabase add...

analytics Apache Iceberg data lakehouse developer tools iceberg-js JavaScript open source Supabase

Dec 21, 2025

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Level Up Your Workflow: GitHub's Dynamic Copilot Prompts Transform Documentation into Action

Switching between documentation and your codebase can slow you down, breaking your concentration and adding extra steps to your workflow. GitHub has addressed this common frustration by embedding dyna...

AI assistance code refactoring developer productivity documentation dynamic prompts GitHub Copilot workflow automation

Dec 21, 2025

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Rust Foundation Launches Innovation Lab to Support Critical Open Source Projects

The Rust Foundation’s announcement at RustConf 2025 unveiled the Rust Innovation Lab , an initiative designed to offer institutional support to open source projects developed in Rust. This move aims t...

fiscal sponsorship Innovation Lab open source Rust Rust Foundation Rustls software security

Dec 21, 2025

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AI Gets Personal: GitHub Unveils Copilot Memory for Smarter Coding

GitHub’s Copilot memory, now in public preview for Pro and Pro+ users, introduces a new era of context-aware codingby leveraging repository-specific insights, Copilot aims to transform how developers ...

AI coding tools code review Copilot developer productivity GitHub machine learning Pro features

Dec 20, 2025

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Harnessing Modular Intelligence: How Agent Skills Expand OpenAI Codex

Agent Skills for OpenAI Codex are modular extensions that empower Codex to automate workflows, enforce best practices, and boost productivity across teams. They are specialized, task-focused packages ...

Agent Skills AI workflows automation CLI developer tools IDE OpenAI Codex skills integration

Dec 20, 2025

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How Cloud Agents in Visual Studio Code Are Transforming AI-Powered Development

Visual Studio Code’s cloud agents are enabling you to streamline coding, automate reviews, and collaborate more efficiently while keeping your local environment untouched. What Sets Cloud Agents Apart...

AI coding cloud agents code review GitHub Copilot pull requests remote development team collaboration Visual Studio Code

Dec 20, 2025

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Anthropic Skills: Teaching AI Agents How to Work Like Experts

Imagine onboarding a brilliant new colleague who already has vast general knowledge but lacks the specific procedures, templates, and organizational quirks unique to your work. You would not rewrite t...

Agent Skills AI Anthropic Claude LLM Machine Learning Open Source

Dec 19, 2025

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Github Repos

Zed IDE Reinvents Developer Security with Worktree Trust Mechanism

Software supply chain attacks are on the rise, and developer environments are a prime target. Recognizing the risks, Zed is shifting the paradigm by introducing a worktree trust mechanism in its previ...

developer experience developer tools secure by default software security supply chain vulnerabilities worktree trust Zed IDE

Dec 19, 2025

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T5Gemma 2: Google’s Next Leap in Developer-Friendly AI Models

AI development is moving fast, and Google’s T5Gemma 2 is setting a new standard for efficiency, power, and flexibility. Designed to accelerate experimentation and real-world deployment, this model ser...

AI models encoder-decoder long context multilingual multimodal natural language processing open source T5Gemma 2

Dec 19, 2025

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AI is Ushering in Continuous Efficiency for Greener Software Development

Picture a world where each code review and pull request not only improves your application but also its environmental footprint. This is fast becoming reality as AI-powered software optimization weave...

agentic workflows AI automation Continuous Efficiency GitHub Actions green software software optimization sustainable development

Dec 19, 2025

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Mastering Multi-Agent Patterns with Google's ADK: A Guide for Scalable AI Systems

Today's AI applications demand flexibility, reliability, and scale,qualities not easily achieved by packing every responsibility into a single agent. Centralized designs often lead to bottlenecks and ...

ADK AI agents design patterns human-in-the-loop multi-agent systems software architecture state management workflow automation

Dec 19, 2025

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