Blog Posts | Joshua Berkowitz

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Boosting Developer Productivity: Agent Mode vs. Coding Agent in GitHub Copilot

Developers are always searching for ways to streamline their work and focus on what matters most. GitHub Copilot’s latest features, agent mode and the coding agent, promise to do just that by automati...

agent mode AI tools automation cloud development coding agent developer productivity GitHub Copilot software workflows

Jun 6, 2025

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News

Open Deep Search: An Open-Source Framework for Advanced AI Search

In the rapidly evolving landscape of artificial intelligence, search technologies powered by large language models (LLMs) have become increasingly sophisticated, offering users more contextually relev...

AI benchmarks Artificial Intelligence

Jun 6, 2025

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Research Reviews

Copilot Spaces: Centralizing Project Knowledge for Smarter Collaboration

Engineering teams often struggle when critical knowledge is fragmented across codebases, documents, and individual minds. Copilot Spaces addresses this challenge by bringing all relevant project conte...

AI Collaboration Copilot Developer Tools GitHub Knowledge Management Team Productivity

Jun 4, 2025

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Building Smarter AI Agents: Leveraging Google Gemini and Open Source Frameworks

AI agents are redefining how we interact with digital tools, offering the ability to perceive, reason, and act autonomously. With Google Gemini's cutting-edge capabilities and the flexibility of open-...

AI agents Composio CrewAI Google Gemini LangGraph LlamaIndex open source prompt engineering

Jun 4, 2025

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Gemini

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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