#Architecture
research notes.
Software architecture, system design, and the structural decisions that shape scalable products.
MCP Gateways: Building a Secure OS for your Autonomous AI Agents
Move beyond direct tool-calling. Learn how to build an MCP Gateway in 2026—the centralized security layer for Model Context Protocol agents.
The Sovereign Agentic Stack: A 2026 Blueprint for AI Independence
Move from 'Rented Intelligence' to 'Owned Infrastructure'. Learn the 5-layer blueprint for the Sovereign Agentic Stack (SAS) in 2026. Data, Compute, and Autonomy.
Beyond Vector DBs: Engineering Agentic Long-Term Memory (LTM) with Knowledge Graphs
Stop letting your agents forget. Learn how to build persistent agentic long-term memory using local Knowledge Graphs and GraphRAG for 2026 sovereign stacks.
Hardware Sandboxing: gVisor vs. Firecracker vs. Docker
Isolating the machine mind. Compare the 2026 security boundaries, cold starts, and architecture of gVisor, Firecracker, and Docker for AI agents.
The Orchestrator Race: LangGraph vs. AutoGen vs. CrewAI
Who should lead your fleet? Compare the 2026 features, success rates, and UI snapshots of LangGraph, AutoGen (AG2), and CrewAI.
The Ultimate Local AI Stack: Building Your Sovereign Architecture (2026)
Stop renting intelligence. Learn how to build a complete, air-gapped local AI stack in 2026 using open-source models, MCP servers, and local execution.
Vector Orchestration: Mem0 vs. Letta vs. LangChain Memory
Choosing your agent's long-term brain. Compare the 2026 features, benchmarks, and UI snapshots of Mem0, Letta, and LangChain Memory.
Privacy by Design: Air-Gapped Workflows for Sensitive High-Value Tasks
Master the architecture of sovereignty. Learn how to implement Privacy by Design using air-gapped workflows and hardware isolation for secure AI agents in 2026.
RAG is Not Enough: Building 'Agentic Memory' with Vector Databases and Knowledge Graphs
Master the next level of AI retrieval. Learn how to build stateful 'Agentic Memory' using the hybrid Vector + Knowledge Graph architecture for 2026.
Building Custom MCP Servers: The 2026 Guide to Extending Your AI Agent's Context
Master the Model Context Protocol (MCP). Learn how to build production-ready, remote MCP servers with TypeScript, OAuth 2.1, and real-time analytics.
Prompt Engineering is Dead; Long Live Agentic Engineering
The 2026 shift from 'magic spells' to systemic design. Discover why Agentic Engineering is the new standard for building production-grade AI systems.
Zero-Tech Debt: Building Self-Refactoring Codebases with Agentic Hooks
Master the 2026 standard for repo maintenance. Learn how to use agentic hooks and CLAUDE.md to build a self-healing codebase that prunes itself 24/7.