Context Engineering: How to Build High‑Signal AI Agents Context Engineering: How to Build High‑Signal AI Agents Context is the new battleground for AI agents. While the focus had been on prompts and models, the real difference between demos and production ... AI agents coding agents compaction context engineering MCP RAG subagents tool design
MCP-Universe: Real-World Benchmarking For Agents That Use MCP The Model Context Protocol (MCP) has quickly become a common interface for connecting large language models to external tools and data. By design, it looks like a USB-C port for AI applications: a sta... benchmark LLM agents MCP Salesforce AI Research tool use
Claude Code PM: Shipping Better Software with Spec-driven, Parallel Workflows Claude Code PM from Automaze is a pragmatic workflow for turning product specs into epics, GitHub issues, and ultimately production-grade code, all with full traceability. The repository documents a c... Agentic workflows AI engineering Automaze Claude GitHub Issues MCP Project management
DeepCode: An Open Agentic Coding System That Turns Papers Into Code DeepCode from the Data Intelligence Lab at The University of Hong Kong (HKUDS) is an open agentic coding system that turns research papers and natural language requirements into working code. It aims ... agents code-generation HKU MCP Paper2Code Python RAG research-reproduction Streamlit
Three Common Misconceptions About Docker MCP and How to Avoid Them Many developers believe they have a firm grasp on Docker's Model Context Protocol (MCP), but common misunderstandings can undermine AI system reliability and agent design. Let’s break down the most fr... AI agents APIs developer best practices Docker LLM tools MCP observability software architecture
Agent Client Protocol: Making Agentic Editing Portable The Agent Client Protocol (ACP) is an open effort by Zed Industries to standardize how code editors talk to AI coding agents. If the Language Server Protocol decoupled languages from editors, ACP aims... ACP AI Agents Code Editors JSON-RPC MCP Open Source Rust TypeScript
Google's BigQuery Native Toolkit Streamlines Enterprise AI Agent Development Connecting AI agents to enterprise data has always been a complex challenge. With sensitive data, constantly evolving schemas, and security at stake, developers often find themselves building and main... ADK AI agents BigQuery Conversational analytics Data integration Google Cloud Machine learning MCP
mcp-agent: Build composable AI agents on MCP mcp-agent from LastMile AI is a Python framework that connects the dots between the low-level Model Context Protocol and high-level, production-friendly agent patterns. It manages MCP server lifecycle... Agents AI Frameworks Anthropic LastMile AI MCP OpenAI Swarm Python
Streamline Development with Gemini CLI's Custom Slash Commands With Gemini CLI’s new custom slash commands , you can now create, reuse, and share automated prompts that make your workflow faster and more reliable. What Makes Custom Slash Commands Special? Custom ... automation custom commands developer tools Gemini CLI MCP open source productivity workflow
Introducing LiveMCPBench: Evaluating Models on Large Tool Set Usage A new arXiv preprint, LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools , from the Chinese Academy of Sciences and UCAS, introduces a benchmark to test AI agents in realistic tool-rich environme... AI benchmarking AI tools Artificial Intelligence MCP MCP Server
Docker MCP Catalog - Setting a New Standard for Secure AI Tool Discovery Developers have quickly gravitated toward the Model Context Protocol (MCP) ecosystem, but the surge in adoption has raised urgent questions about security. Running unverified MCP servers using methods... AI security cloud-native containerization developer tools Docker MCP server discovery
Microsoft Fabric, GraphQL, and MCP Enable AI-Ready Applications Organizations today face growing pressure to deliver applications that go beyond basic functionality. Modern users expect adaptive, intelligent, and conversational experiences . Microsoft Fabric , whe... agentic AI AI applications Azure OpenAI data pipeline GraphQL MCP Microsoft Fabric SQL database