#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.
Prompt Engineering is Dead: The Rise of Agentic Orchestration in 2026
The era of the 'perfect prompt' is over. Learn why agentic orchestration is the dominant skill of 2026 and how it delivers 3.4x higher productivity.
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.