GlueFrom Whiteboard to Code Graphs: Building an AI Context Layer
Architecture diagrams are lies the moment you draw them. Here's how to build living code graphs that actually reflect your system—and why AI needs them.
MCP FAQ: Turn AI Assistants Into Product Intelligence Partners
MCP connects AI assistants to your codebase intelligence. Stop explaining your product architecture—let Claude and Cursor query it directly.
MCP FAQ: Essential Model Context Protocol Questions Answered
Model Context Protocol connects AI tools to real data. Here's everything you need to know about MCP servers, security, and practical implementation.
Enterprise AI Implementation: From Pilot to Production at Scale
Most enterprise AI pilots never reach production. The real blocker isn't the AI—it's understanding your own codebase well enough to integrate it safely.
API Design for AI-First Applications: Patterns That Scale
AI applications demand different API patterns. Here's how to design endpoints that handle streaming, context windows, and unpredictable load without breaking.
Building AI Coding Agents That Actually Understand Your Codebase
AI coding agents fail because they lack context. Here's how to give them the feature maps, call graphs, and ownership data they need to work.
Complete Guide to AI SDKs: From Code to Product Success
Most engineers pick an AI SDK and pray it works. Here's how to choose, integrate, and ship AI features without destroying your existing codebase.
Turn AI Assistants Into Product Intelligence Partners with MCP
Stop using ChatGPT as a search engine. MCP lets AI assistants access your feature catalog, code health data, and competitive gaps directly.
MCP: The USB-C for AI Apps That Killed Our Glue Code Hell
Model Context Protocol lets AI tools talk to your code, databases, and docs without building custom integrations. Here's why it matters more than the LLM.
Model Context Protocol: The Missing Layer for Code AI
Why 60+ specialized MCP tools beat generic LLM prompting for code intelligence. Deep dive into the protocol that makes AI actually useful for developers.
Onboarding Developers: From 6 Months to 2 Weeks
How AI-powered codebase context and code tours transform developer onboarding from months of tribal knowledge transfer to weeks of guided exploration.
How to Give Claude Code Full Project Context
Claude Code is powerful but limited by what it can see. Here's how to feed it codebase-level context for dramatically better results on complex tasks.