Tag: #mcp
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 38 posts
Mastra Practical Guide: Why TypeScript Teams Adopt It for Production AI Agents in 2026
A practical guide to Mastra for TypeScript teams that need agents, memory, workflows, observability, evals, and production deployment in one open-source stack.
2026-04-12 · 6 min read #mastra#typescript#ai-agent#mcp#memoryGitHub Copilot Coding Agent Practical Guide: Rolling Out the Cloud Background Agent Safely
A practical guide to the latest Copilot cloud agent workflow, with rollout advice for teams, the guardrails that matter, and how it compares with terminal-first tools like Claude Code.
2026-04-12 · 5 min read #github#copilot#coding-agent#cloud-agent#pull-requestCursor Practical Guide: Turning Background Agent, Memories, Bugbot, and Worktrees into Team Habits
A practical guide to adopting Cursor in day-to-day developer workflows, with clear guidance on Background Agent, Memories, Bugbot, worktrees, and rollout habits that teams can actually keep.
2026-04-12 · 4 min read #cursor#background-agent#bugbot#memories#worktreeAzure AI Foundry Agent Service Practical Guide: Enterprise Deployment Decisions for 2026
A practical, current guide to Azure AI Foundry Agent Service for enterprise teams, focused on why managed agents matter, how the tool catalog and remote MCP servers work, and how to make rollout decisions around tracing,
2026-04-12 · 5 min read #azure#azure-ai-foundry#agent-service#ai-agent#mcpCloudflare Agents and Durable Objects for AI Apps: A Practical Guide
A practical 2026 guide to Cloudflare Agents and Durable Objects for AI apps, covering the architecture, why state and long-running work matter, how it differs from stateless serverless, and a rollout checklist.
2026-04-12 · 7 min read #cloudflare#cloudflare-agents#durable-objects#ai-agent#mcpClaude Code Team Workflows Guide: How to Run a Terminal-First Agent Safely
A practical guide to Claude Code’s terminal-first workflow, showing how teams should split settings, memory, subagents, and hooks, and how that differs from GitHub-hosted background agents.
2026-04-12 · 4 min read #anthropic#claude-code#terminal-ai#subagents#hooksAI Agent Development Complete Guide 2025: Tool Calling, ReAct, Multi-Agent, and MCP
Everything about AI Agent development! Tool Calling (Function Calling) principles, ReAct pattern, Multi-Agent architectures (CrewAI/AutoGen/LangGraph), MCP (Model Context Protocol), Agent framework comparison, Tool Calli
2026-03-25 · 26 min read #ai-agent#tool-calling#function-calling#react-pattern#multi-agentBuild Your Own MCP Server: Protocol Internals, Hands-On Guide, and 100+ Ecosystem Deep Dive
Dissect how MCP (Model Context Protocol) works at the protocol level, build your own MCP servers with Python FastMCP and TypeScript SDK, and explore 100+ MCP servers across the ecosystem including Grafana, Mermaid, PPT,
2026-03-23 · 34 min read #mcp#model-context-protocol#mcp-server#fastmcp#typescript-sdkWhat is an AI Harness: Skills, Context, Hooks, and Permissions — The Orchestration Architecture Controlling AI
An AI Harness is an orchestration layer that wraps and controls AI models. We dissect the 7 building blocks — System Prompt, Tools, Context, Skills, Hooks, Permissions, and Memory — and show how to build one with the Cla
2026-03-23 · 35 min read #ai-harness#claude-code#agent-sdk#skills#contextAI Agent Engineer Career Guide: The Hottest AI Role of 2025
AI Agent Engineer is the fastest-growing AI role in 2025 ($47B market projection). LangGraph, CrewAI, AutoGen, Swarm, Claude Agent SDK — framework comparison, design patterns, evaluation methods, interview prep, and lear
2026-03-23 · 25 min read #ai-agent#langchain#langgraph#crewai#autogenMCP Complete Guide: Why Model Context Protocol Became the USB-C of AI with 97M Downloads
Built by Anthropic, adopted by OpenAI and Google, donated to Linux Foundation. MCP hit 97M monthly downloads — the complete guide to building MCP servers, understanding the architecture, and joining the AI agent revoluti
2026-03-22 · 21 min read #mcp#ai#anthropic#openai#googleClaude Code Complete Guide: Subagents, Hooks, Agent SDK — Everything About Agentic Coding
Anthropic Claude Code — an agentic coding tool that reads your codebase, edits files, and runs commands from the terminal. Complete guide to subagent parallelism, hook automation, Agent SDK for custom agents, and MCP ser
2026-03-22 · 23 min read #claude-code#anthropic#agentic-coding#agent-sdk#mcpMarch 2025 Tech·AI·K-POP Weekly Digest: From GTC to BTS Comeback
A comprehensive roundup of March 2025 highlights: NVIDIA GTC Blackwell Ultra announcement, Gemini 2.5 Pro topping benchmarks, MCP becoming the industry standard, DeepSeek-R1 open-source shock, BTS full-group comeback aft
2026-03-21 · 12 min read #culture#ai#kpop#nvidia#gtcModel Context Protocol (MCP) Complete Guide: The New Standard for AI-World Integration
Anthropic's MCP is the USB-C of AI tool integration — write your server once, use it with any AI client. This guide covers MCP architecture, building a Python server from scratch, and honest comparisons with OpenAI funct
2026-03-18 · 7 min read #mcp#model-context-protocol#anthropic#claude#ai-agentModel Context Protocol (MCP) Complete Guide: AI Tool Standardization and Claude Integration
A comprehensive guide to Anthropic MCP architecture, building servers with FastMCP Python SDK, Resources/Tools/Prompts primitives, Claude Desktop integration, and agent tool standardization.
2026-03-17 · 11 min read #mcp#modelcontextprotocol#claude#aitools#llmintegrationLLM Agents & Agentic AI: The Complete Guide — ReAct, Multi-Agent, MCP and Beyond
A comprehensive 2026 guide to Agentic AI covering ReAct framework, Tool Use, multi-agent orchestration, MCP (Model Context Protocol), and computer-use agents.
2026-03-17 · 15 min read #llmagents#multiagent#langgraph#crewai#mcpModel Context Protocol in Production: Server Boundaries, Tool Governance, and Transport Choices
A production-focused guide to Model Context Protocol covering server boundaries, tool and resource design, transport selection, authentication, token budgeting, and operational governance.
2026-03-17 · 7 min read #ai-platform#mcp#model-context-protocol#ai-agent#tool-governanceComplete Analysis of OpenClaw: Architecture, Security, and Future of the Fastest-Growing Open-Source AI Agent in GitHub History
A deep technical analysis of the open-source autonomous AI Agent that evolved from Clawdbot to OpenClaw — covering its Gateway architecture, Skills ecosystem, multi-channel integration, security issues, and the OpenAI ac
2026-03-01 · 25 min read #openclaw#ai-agent#llm#open-source#automation