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Model Context Protocol

MCP is an open protocol that standardizes how applications provide context to LLMs.

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Bifrost: An LLM Gateway built for enterprise-grade reliability, governance, and scale(50x Faster than LiteLLM)

Bifrost: An LLM Gateway built for enterprise-grade reliability, governance, and scale(50x Faster than LiteLLM)

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2 min read
AI-driven incident response with ilert’s MCP server

AI-driven incident response with ilert’s MCP server

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3 min read
I Built 100+ Gen AI Agents: Architecture, Patterns, and Code You Can Reuse

I Built 100+ Gen AI Agents: Architecture, Patterns, and Code You Can Reuse

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6 min read
🛠️ A Practical Meta-MCP Architecture for Claude Code: Compressing 60+ Tools into Just Two

🛠️ A Practical Meta-MCP Architecture for Claude Code: Compressing 60+ Tools into Just Two

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4 min read
Building fullstack Amplify applications with the new AWS MCP

Building fullstack Amplify applications with the new AWS MCP

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6 min read
Building a Semantic Storage for Humans and AI Agents

Building a Semantic Storage for Humans and AI Agents

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10 min read
How to build a ChatGPT App (MCP Apps)

How to build a ChatGPT App (MCP Apps)

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3 min read
Complete Tutorial: Creating an MCP Task Manager Server from Scratch

Complete Tutorial: Creating an MCP Task Manager Server from Scratch

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25 min read
MCP Sampling on Cloudflare Workers: Making Tools Intelligent Without Managing LLMs

MCP Sampling on Cloudflare Workers: Making Tools Intelligent Without Managing LLMs

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7 min read
Building an MCP Server on Cloudflare Workers with Semantic Search

Building an MCP Server on Cloudflare Workers with Semantic Search

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9 min read
MCP Gets Tasks: A Game-Changer for Long-Running AI Operations

MCP Gets Tasks: A Game-Changer for Long-Running AI Operations

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5 min read
Why AI Can't Write Good Playwright Tests (And How To Fix It)

Why AI Can't Write Good Playwright Tests (And How To Fix It)

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31 min read
Prompt Engineering Patterns: From Zero-Shot to Chain-of-Thought Reasoning

Prompt Engineering Patterns: From Zero-Shot to Chain-of-Thought Reasoning

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14 min read
Is Java Spring Ready for the AI Overlords in Late 2025? My Take(and rant) on Building an MCP Server.

Is Java Spring Ready for the AI Overlords in Late 2025? My Take(and rant) on Building an MCP Server.

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7 min read
Why full workspace access turned my AI agent from Toy to Tool

Why full workspace access turned my AI agent from Toy to Tool

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4 min read
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