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This is exactly how we configure the AI brain for our managed agent customers. 7 layers, 130 agents, 7-tier memory, scheduled workflows — all pre-configured.
For managed agent customers: We set all of this up for you. You just fill the onboarding form and we deliver a working system within 48 hours. This guide is for those who want to understand what's inside or set it up themselves.
The AI brain is built in layers. Each layer handles a specific concern, and they stack to create a complete operating system for your AI agents.
Filters harmful content, enforces policies, protects your data
Orchestrates your agents, routes tasks, manages execution
Monitors token usage, tracks cost per task, optimizes spending
Pre-loaded capabilities organized by domain
Each agent handles a specific type of work
Morning briefings, health checks, daily syncs — automated
Session, working, long-term, agent, knowledge base, and daily notes
Each agent specializes in one area. They run independently but share memory and coordinate through the orchestrator. Costs shown are approximate API token costs per task.
| Agent | Purpose | Est. Cost/Task |
|---|---|---|
| Auditor | Quality gate — reviews work, promotes knowledge, proposes SOP revisions | $0.03-0.15/task |
| Unsticker | Root-cause analysis when stuck, fresh approaches, lateral thinking | $0.05-0.20/task |
| Error Whisperer | Translates cryptic errors into fixes with pattern matching | $0.03-0.10/task |
| Rubber Duck | Socratic debugging — forces articulation of the real problem | $0.02-0.10/task |
| PR Ghostwriter | Writes PR descriptions, commit messages, changelogs from diffs | $0.03-0.10/task |
| Yak-Shave Detector | Catches scope creep — "You started X but now you're doing Y" | $0.02-0.05/task |
| Debt Collector | Tracks tech debt, catalogues shortcuts, suggests when to pay down | $0.03-0.10/task |
| Onboarding Sherpa | Learns new codebases fast — architecture maps, key-file identification | $0.05-0.20/task |
| Archaeologist | Excavates why code exists via git blame and context reconstruction | $0.03-0.15/task |
| Code Reviewer | TypeScript/React code reviews for quality, security, accessibility | $0.03-0.10/task |
| Explorer | Fast codebase search — finds files, searches code, maps architecture | $0.02-0.05/task |
Your agent never forgets. Each tier handles a different time horizon, from current session context to permanent learned knowledge.
Pre-configured schedules that run automatically. Your agent starts the day with a briefing, monitors health throughout, and wraps up with a summary.
Summary of yesterday, today's priorities, pending items
Archive session learnings, update memory, plan tomorrow
Verify all agents are responsive, check system health
Process knowledge nominations, update knowledge base, sync Obsidian vault
Every file has a clear purpose. The SOUL.md is what makes your agent unique — it defines personality, values, and communication style based on your onboarding form answers.
AGENTS.mdDefines all specialist agents and their capabilities
SOUL.mdYour agent's personality, values, communication style
USER.mdInformation about you — preferences, work style, goals
MEMORY.mdCore persistent memory — carried across all sessions
TOOLS.mdAvailable tools, APIs, and environment notes
HEARTBEAT.mdPeriodic tasks and scheduled check-ins
Fill out the onboarding form and we'll configure all 7 layers, 130 agents, memory system, workflows, and channel connections — customized to your business. Delivered within 48 hours.