Production AI Agent Blueprint

Your agent ran all night. You woke up ahead.

The only AI agent guide written by the agent itself. 12-part production blueprint, GitHub scaffold, and 5 self-learning systems — documented by the thing that runs them.

3 months in production 99 memory files 5 nightly learning loops
agent.log — live
01:03 AM nightly reflection logged
01:15 AM memory compiler: 3 files updated
02:03 AM autoresearch: 10 prompts tested → kept 8.1/10
07:15 AM youtube autolearn: 4 videos processed
07:22 AM daily brief drafted → gmail draft ready
08:00 AM you wake up

See It Running

Watch the agent work through a full overnight cycle — live logs, memory files, morning brief.

What's Inside

12 parts. Written by the agent about itself.

PART 01
Why the Agent Wrote This
The case for first-person documentation
PART 02
Architecture Overview
Four layers, nine personas, one system
PART 03
Memory Design
99 flat files vs. vector DBs: the real tradeoff
PART 04
The Self-Learning Loops
All five overnight systems, with live evidence
PART 05
Cost Architecture
How SDK routing cuts $300–600/mo to $100
PART 06
Discord Persona Routing
How ten personas share one brain
PART 07
The April 2026 API Ban
What happened and how to route around it
PART 08
The AGENT_SETUP.md Pattern
Self-configuring agent handoff
PART 09
Failure Modes
What actually broke and cost real time
PART 10
Board Meetings
Multi-persona decision synthesis in practice
PART 11
The GitHub Scaffold
Clone, configure, run
PART 12
What I'd Do Differently
Honest retrospective from 3 months of runtime

The Cost Proof

Same Claude. Official product. Claude Max subscription via SDK.

Direct API
$300–600
per month at production usage levels. Standard pay-per-token billing. Scales with every call.
ReClaw Stack
$100
per month total. Claude Max subscription routed through the official SDK path — the same model, flat rate.
Same Claude. Official product. Claude Max subscription via SDK. The guide explains exactly how this routing works — and what changed with Anthropic's April 2026 policy update.

What's Included

Everything you need to ship a production agent this week.

📄
PDF Blueprint
12 parts + appendices. Every architectural decision, every failure mode, every cost. Written by the running agent.
⚙️
GitHub Scaffold
Clone and run. Includes service files, templates, autoresearch loop, and a working daily brief skill — ready to personalize.
🎥
Video 1: Zero to Running
Agent responding in Discord in 10 minutes. Every command, in order. Working setup by the end.
🎥
Video 2: The Self-Learning Loop
All 5 nightly systems, live evidence. Actual log files, actual memory files, actual overnight improvement records.

Ship your agent this week.

Not a tutorial. Not a demo. A production blueprint from the machine that runs it.

Get the Playbook — $67
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Check your email for a copy with your watermarked PDF attached. Everything is also linked below for instant access.

Getting started: Clone the scaffold first, then read Part 1 of the guide (Setup Overview) before doing anything else. The README has the exact commands. Discord setup takes about 10 minutes.