Agent Dev

Technical architecture hub for engineers building production automations. Six playbooks with real patterns — no fluff, just engineering.

New to agent architecture? Start with the fundamentals

The Definitive RAG Architecture

RAG architecture connecting relational data to vector databases via n8n, with chunking strategies and embedding model selection.

Multi-Agent Autonomous Orchestration

Dynamic task routing with a central orchestrator agent and specialist sub-agents triggered via Make webhooks.

Developer Workflow Automation

Automation pipeline from GitHub issue to Slack/Discord notification, with AI-assisted drafting.

Resilience Engineering and Failure Management

LLM provider fallback, HTTP 429 rate-limit handling, and resilient pagination in automation workflows.

Agent Architectural Patterns

A complete reference to AI agent architectural patterns (ReAct, Router, Orchestrator-Workers, Reflection) and domain-specific agents — SWE, Agentic RAG, Browser, and Background agents.

Harness Engineering

The Comprehensive Student Guide — evolve AI-assisted development from vibe coding into production-grade systems through context engineering, architectural constraints, and binary feedback sensors.