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.
DevSecOps FAQ: AI for Software Development Security
Security tools scan for known vulnerabilities but miss architectural flaws. AI needs codebase context to understand real attack surfaces and data flows.
Best AI Coding Assistants FAQ: Expert Security & Implementation Guide
CTOs ask the hard questions about AI coding tools. We answer them with real security implications, implementation strategies, and context architecture.
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.
Debugging with AI Assistance: Beyond Stack Overflow Copy-Paste
AI coding assistants hallucinate solutions that don't fit your codebase. Here's how to actually debug with AI that understands your architecture.
Building Scalable AI Applications: Architecture Patterns That Actually Work
Practical architecture patterns for AI-powered applications — from RAG pipelines to agent orchestration. Lessons from building production AI systems.