Paid Guide · PDF · Production AI Infrastructure
The Agentic Stack 2026:
The Implementation Guide
The free guide explains what matters. This one shows how to build it: real implementation patterns for shipping agentic systems without the usual production mistakes.
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What this is
A build manual, not theory.
This guide is for developers who already know the AI stack basics and are done reading hand-wavy content.
It focuses on the implementation edges that usually break first: state management, tool boundaries, retrieval quality, observability, and infrastructure control.
No fake case studies. No motivational filler. Just concrete patterns, code, and production notes.
Inside the guide
5 implementation chapters.
01
Multi-Agent Orchestration
Typed state, reducers, supervisor-worker patterns, checkpointing, circuit breakers.
02
Production MCP Servers
Secure tools, validation, async boundaries, pgvector registration, FastMCP patterns.
03
Production RAG
Ingestion pipelines, chunking, hybrid retrieval, reranking, asyncpg pool usage.
04
Autonomous SRE
OTel spans, latency + token metrics, error budgets, tracing patterns for LLM apps.
05
The Sovereignty Stack
Self-hosted FastAPI, Postgres, pgvector, Redis, Ollama, and infra tradeoffs.
Appendices
Roadmap + checklists
Reference architecture, readiness checklist, failure modes, and a 30-day implementation roadmap.
For developers building real systems.
If you are past demos and into production tradeoffs, this is the guide.
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