Blog Posts | Joshua Berkowitz

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JSON Schema Support Is Transforming GitHub Models for AI Developers

Building with AI often means wrestling with unpredictable outputs. Now, GitHub Models introduces JSON schema support , giving developers a way to define and enforce output formats right in the prompt ...

AI evaluation AI tooling code automation developer tools GitHub Models JSON schema prompt engineering

Jun 4, 2025

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AWS Serverless MCP Server: Accelerating Agentic Development for Modern Applications

The landscape of application development is undergoing a remarkable transformation with AWS’s introduction of the Serverless MCP Server. This breakthrough empowers developers to harness AI-driven codi...

agentic development AI development automation AWS cloud applications enterprise infrastructure serverless

May 31, 2025

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Demystifying AI: Open-Source Circuit Tracing Tools Illuminate Neural Networks

Artificial intelligence has made remarkable strides, but understanding how models arrive at their answers remains a daunting challenge. Anthropic’s new open-source circuit tracing tools promise to bri...

AI research AI transparency attribution graphs circuit tracing interpretability language models neural networks open source

May 31, 2025

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Codestral Embed: Mistral AI's Game-Changer for Code Embeddings

Mistral AI has introduced Codestral Embed, a breakthrough embedding model crafted specifically for code. This innovative solution raises the bar for code retrieval and semantic analysis, outperforming...

AI models API benchmarking code embeddings code retrieval developer tools duplicate detection semantic search

May 31, 2025

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Agentic DevOps: How AI Agents Are Transforming Software Development

Picture a world where artificial intelligence acts as your development partner, handling tedious work and letting you focus on innovation. This is rapidly becoming a reality through Agentic DevOps, a ...

Agentic DevOps AI agents app modernization automation Azure DevOps GitHub Copilot software development

May 28, 2025

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Azure AI Foundry Is Revolutionizing AI Application Development

Imagine turning a bold AI concept into a fully functional prototype in just hours, then scaling it into a robust solution within days. This is now possible thanks to Azure AI Foundry , Microsoft’s inn...

advanced agent azure developers foundry microsoft model robust

May 28, 2025

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Supabase MCP Server Connects AI Tools Directly to Your Database

The new Supabase MCP Server allows you to rapidly build applications by letting your AI tools interact directly with your Supabase projects, acting as a bridge between large language models (LLMs) and...

AI tools database automation developer workflow Edge Functions LLMs MCP Supabase

May 28, 2025

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Devstral: Redefining Open-Source Coding Agents for Autonomous Software Engineering

Open-source enthusiasts and professional developers alike have long awaited a model that could deliver true autonomy in software engineering. Enter Devstral , the latest innovation from Mistral AI and...

AI models benchmark coding agent Devstral enterprise LLM open-source software engineering

May 28, 2025

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Mistral’s Agents API Is Ushering in Practical, Action-Oriented AI

Artificial intelligence is quickly moving beyond mere conversation. With the launch of Mistral’s Agents API, developers now have access to AI that not only understands but also takes action, learns fr...

access agentic agents assistant: business complex developers mistral’s

May 28, 2025

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Agent Mode in Visual Studio: The Next Leap for Autonomous Coding Assistants

Welcome to Agent mode in Visual Studio which aims to deliver a development workflow where your AI assistant takes on complex coding tasks from start to finish—all from a single prompt. Now available i...

agent complex copilot custom developers studio tools visual

May 27, 2025

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Google I/O 2025: Key Takeaways for Developers in the Age of Gemini AI

Google I/O 2025 delivered a host of groundbreaking updates, making it clear that AI and cross-platform development are at the heart of Google’s vision for the future. From smarter APIs to new tools fo...

building developer developers development gemini google keynote model

May 25, 2025

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AWS Strands Agents Simplifies AI Agent Development for Everyone

Building advanced AI agents no longer requires months of effort or a team of specialists. With Strands Agents, AWS's open source SDK, developers of all skill levels can create, deploy, and scale AI-po...

AI agents AWS developer tools LLMs machine learning open source SDK

May 25, 2025

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