Last Updated : August 2026
Version : v8.0.0 (main_api_app, 197 routers)
Purpose : Comprehensive index of all Atom documentation with quick links and descriptions
📚 Documentation Hub — Browse by category (Getting Started, Security, Intelligence, Orchestration, Integrations, Development)
📚 Documentation by Category
🚀 Getting Started & Operations
Document
Description
Audience
Context Memory
Per-turn fact extraction, 2-tier recall
AI Engineers
Memory Systems Concept Guide
NEW - Three tiers, episodic, self-evolution
AI Engineers
Agent Hybrid Search
NEW - BM25 + vector RRF fusion for documents.search
AI Engineers
Knowledge VFS
NEW - Agent-native ls/cat/grep over documents
AI Engineers
Oracle Verification
NEW - Postcondition oracle, two-tier confidence
AI Engineers
Reviewer Loop
NEW - Re-delegation on review rejection, diversity MoA
AI Engineers
Agent Environment
NEW - Goal-driven loop, utility targets, stuck-detection
AI Engineers
Learning LLM Router
Per-model predictors, feedback re-ranking
AI Engineers
Episodic Memory
Agent learning framework
AI Engineers
GraphRAG
Knowledge graph, entity extraction
AI Engineers
Cognitive Tier System
5-tier LLM routing
AI Engineers
Arbor Framework
Hypothesis Tree Refinement (MCTS)
Researchers
Stage Router / Switchyard
NEW - Shadow-first turn-level LLM routing, A/B harness, consent-gated automation
AI Engineers
Self-Evolving Harness
Offline trace analysis, auto-patches
Researchers
Hermes Comparison
Atom vs Hermes — what we built/didn't
Architects
Agent Harness Research
NEW - Citation-backed survey: guardrails, voting vs debate, multi-agent orgs, memory, verified execution, harness benchmarks
Researchers/AI Engineers
BPE Workspace Plan
NEW - Research-grounded plan: Belief/Progress/Experience runtime workspace (EvoHarness-RL) with track/commit/recall/note meta-actions and cost-aware consult policy
Researchers/AI Engineers
👥 Agent Systems & Orchestration
Document
Description
Audience
Agent Overview
System overview, intent classification
All
Agent Maturity & Governance
NEW - Tier system, governance flow, graduation
All
Queen Agent User Guide
Structured workflow automation
Users/Admins
Queen vs Fleet Admiral
Which orchestrator to use
Architects
Fleet Admiral
Multi-agent fleet coordination
AI Engineers
Fleet Orchestration
NEW - CSO→Division→Specialist wiring, ranked matching
AI Engineers
Agent Radio / Lateral Messaging
NEW - Peer-to-peer agent messaging (mention-first)
AI Engineers
Unstructured Tasks
Intent classification & dynamic routing
AI Engineers
Agent Guidance System
Real-time operation tracking
Users
Agent Graduation
Promotion criteria & validation
Admins
Student Training
Maturity system (STUDENT→AUTONOMOUS)
Architects
Round 87 — Agent Journey Updates
NEW - Linked-evidence completion, agent persona chat, ontology/file introspection, mini canvas, voice opt-in
All
Agent Workspace Live Trace
NEW - Real-time execution steps + reasoning trace in agent chat, per-step feedback → training, trace replay API, auto-show/hide
All
🔌 Integrations & LLM Providers
Document
Description
Audience
LLM Providers Guide
NEW - All providers, setup, costs
All
OpenCode Go Provider
NEW - Low-cost subscription gateway
Cost-conscious
Ollama Local LLM
Free local inference
Cost-conscious
BYOK Integration
Multi-provider LLM setup
Devs
Integrations Overview
44+ service integrations
Devs
Third-Party App Integrations
NEW Complete guide: 44+ native, OAuth, governance, webhooks, custom
Devs/Architects
Browser Automation
Playwright CDP, INTERN+ required
Devs
Device Capabilities
Camera, screen, location, exec
Devs
Deep Linking
atom:// URLs for external apps
Devs
Marketplace
Commercial marketplace (atomagentos.com)
Enterprise
Org Ingestion Sharing
NEW - Signed profiles/bundles + hub: share ingestion config, org data & GraphRAG memory between org members' local instances
Self-hosters/Admins
Org Sharing Setup Runbook
NEW - Hub/member setup, key ceremony, sensitivity policy, rotation, validation checklist
Admins/Self-hosters
Agent Memory Unification
NEW - Research-grounded plan: unified turn-time memory retrieval (comms + GraphRAG + episodes + turn facts) for chat/IM surfaces, tool equality, consolidation
Devs/Architects
Installation Adaptation
NEW - Research-grounded plan: new installs reach competence via profile data, playbooks (procedural memory), auto-generated evals, reflection + grounded sends — no per-install code changes
Architects/Product
🎨 Canvas & Office Automation
🔐 Authentication & Federation
Document
Description
Audience
Development Setup
Venv, Makefile, code style (macOS/Linux)
Devs
Code Quality
Type hints, mypy, Google docstrings
Devs
E2E Testing Guide
486 tests, API-first auth, POM
QA/Devs
Testing Index
Unit, integration, E2E, bug discovery
Devs
Bug Discovery
Fuzzing, property-based, chaos
QA
Stress Testing
k6, network sim, failure injection
QA
API Standards
Response formats, error codes
Devs
Database Migrations
Alembic + SQLite hybrid patterns
Devs
Makefile Reference
make setup, make backend, make test
Devs
Agent Maturity & Governance
Document
Description
Audience
Atom vs Hermes
Honest capability matrix: memory, routing, sandbox, governance, self-evolution
AI Engineers, Architects
Atom vs OpenClaw
Feature-by-feature: governance, memory, integrations, testing, security
Evaluators, Decision-makers
🗂️ Archive (Legacy / Historical)
These documents are retained for historical reference. Prefer the active docs above.
Setup issues → Troubleshooting
Auth problems → Authentication
LLM not working → LLM Providers Guide
Agent not executing → Agent Overview + Governance
Performance → Monitoring + Performance
Found an issue? Report on GitHub or contribute via PR.
Keep docs current — update when you change behavior.
Last Updated: August 2026