Blog Posts | Joshua Berkowitz

15 Articles

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Bringing Clarity to AI Benchmarking

Artificial intelligence is advancing at breakneck speed, yet understanding how AI models are evaluated remains a persistent hurdle. Inconsistent or incomplete descriptions of benchmarks often make it ...

AI benchmarks IBM machine learning model evaluation Notre Dame open-source transparency

Dec 30, 2025

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How Google’s Agent Development Kit for TypeScript is Revolutionizing AI Agent Creation

Artificial intelligence is rapidly evolving beyond individual models and the next frontier is sophisticated, autonomous multi-agent systems. Google’s open-source Agent Development Kit (ADK) for TypeSc...

AI agents code-first developer tools Gemini multi-agent systems open-source TypeScript

Dec 30, 2025

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How Bloom Is Transforming Automated Behavioral Evaluations for Frontier AI Models

Evaluating cutting-edge AI models poses a significant challenge for developers and safety researchers. Manual behavioral assessments are time-consuming and struggle to keep up with rapid model advance...

agentic frameworks AI evaluation AI safety Anthropic automation behavioral testing model alignment open-source

Dec 30, 2025

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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

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Semantic Tool Intelligence: vLLm Context-Aware Tool Router Solves the Tool Overload Crisis

If you're an AI developer, you've likely faced the "tool overload" problem. You start with a few tools, and your agent works perfectly. But as you add hundreds more, you watch in real-time as latency ...

ai-gateway ai-infrastructure llm-optimization machine-learning-infrastructure mixture-of-models model-selection open-source semantic-routing vllm

Nov 8, 2025

0 16071

Github Repos

OpenAI's gpt-oss-safeguard: A New Era for Policy-Driven AI Safety

OpenAI has introduced gpt-oss-safeguard , a groundbreaking family of open-source reasoning models designed to transform safety classification in artificial intelligence. Unlike rigid, traditional clas...

AI safety community collaboration content moderation developer tools machine learning open-source policy reasoning

Nov 5, 2025

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OpenCode: The Open Source AI Coding Agent Built for the Terminal

In the landof AI coding assistants proprietary solutions dominate and vendor lock-in is common, OpenCode offers a refreshing alternative. Built by the team behind SST (Serverless Stack), OpenCode is a...

ai coding-agent developer-tools github llm open-source terminal typescript

Nov 3, 2025

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Github Repos

Empowering Developers: Microsoft Fabric Extension for VS Code Goes Open Source

Microsoft is inviting developers to take the reins with the open-source Fabric Core extension for Visual Studio Code. This strategic move not only demonstrates the company’s commitment to transparency...

community data engineering developer tools extensions GitHub Microsoft Fabric open-source VS Code

Oct 30, 2025

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Zeroday.cloud: A New Hacking Competition for Cloud and AI Security

The security of cloud and AI infrastructure is taking a leap forward with zeroday.cloud , a new hacking competition that aims to protect the open-source software forming the backbone of global technol...

AI security bug bounty cloud security hacking competition open-source responsible disclosure vulnerability research

Oct 3, 2025

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ROMA for Multi-Agent AI Systems

The Recursive Open Meta-Agent (ROMA) framework is providingdevelopers with an open-source structure for building powerful, high-performance multi-agent systems. ROMA is designed to address tasks that ...

agent frameworks AI architecture context flow long-horizon meta-agent multi-agent systems open-source task orchestration

Sep 16, 2025

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Firecrawl: The Web Data API That's Upending How We Scrape the Internet

firecrawl Organization firecrawl The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 🔥 55.9k 4.7k 201 GNU Affero General Public License v3.0 Homepage 66.6k KB 4.7...

ai api javascript open-source python typescript web-scraping

Sep 9, 2025

0 15477

Github Repos

Grist: The Spreadsheet That Thinks Like a Database

In the world of data management, there's been a long-standing divide between the simplicity of spreadsheets and the power of databases. Excel and Google Sheets excel at quick calculations and simple d...

collaboration database data-management open-source python spreadsheet sqlite typescript

Sep 4, 2025

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Github Repos

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