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Agentic AI Atlas · a5c Development Documentation
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a5c: Overview & Development PhilosophyAtlas Graph & Agent CatalogBabysitter Plugin ArchitectureTransport Adapter & ProxyTriggers & CI IntegrationKradle & Cloud Platform
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a5c Development Documentation guide

Architecture, philosophy, and component guides for the a5c agent orchestration platform.

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a5c: Overview & Development Philosophy

Page

a5c is an agent orchestration platform that enables any coding agent (Claude Code, Codex, Pi, Gemini CLI, Copilot CLI, etc.) to execute structured processes — from simple CI tasks to complex multi-phase development workflows. It unifies the fragmented landscape of coding agents behind a single launch, orchestration, and observability surface.

wiki/docs/development/01-overview-and-philosophy.md

Atlas Graph & Agent Catalog

Page

The knowledge layer that drives all runtime behavior.

wiki/docs/development/02-atlas-graph-and-agent-catalog.md

Babysitter Plugin Architecture

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How the babysitter orchestration system works across coding agent harnesses, from plugin generation through session lifecycle to run completion.

wiki/docs/development/03-babysitter-plugin-flows.md

Transport Adapter & Proxy

Page

The @a5c-ai/transport-adapter package bridges API protocol differences between harnesses and upstream providers.

wiki/docs/development/04-transport-adapter-proxy.md

Triggers & CI Integration

Page

The @a5c-ai/triggers-adapter package provides a GitHub Action and CLI for running coding agents from CI pipelines.

wiki/docs/development/05-triggers-ci-integration.md

Kradle & Cloud Platform

Page

Kradle is the Kubernetes-native deployment and management layer for the a5c platform.

wiki/docs/development/06-kradle-cloud-platform.md

07 — Live Stack QA Guide

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The live-stack workflow validates end-to-end harness compatibility by running real agent/model combinations through the transport-adapter proxy. Each scenario installs a harness adapter, configures a model provider, and executes a babysitter process to confirm that the full pipeline — from agent CLI through transport-adapter translation to model API and back — works correctly.

wiki/docs/development/07-live-stack-qa-guide.md

a5c Development Documentation

Architecture, philosophy, and component guides for the a5c agent orchestration platform.

Documents

1. **Overview & Philosophy** — What a5c is, development philosophy (ontology-driven, evidence-backed), high-level architecture 2. **Atlas Graph & Agent Catalog** — The knowledge graph, how capabilities are modeled, evidence system, agent-catalog query layer 3. **Babysitter Plugin Flows** — The three muxes, activation modes, session lifecycle, run orchestration, harness-specific flows 4. **Transport Adapter & Proxy** — Provider protocol bridging, completion engines, message translation, tool forwarding, streaming 5. **Triggers & CI Integration** — GitHub Action, trigger evaluation, harness setup, invocation modes, example workflows 6. **Kradle & Cloud Platform** — Kubernetes operator, web UI, API, resource model, deployment

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a5c Development Documentation

In this section

a5c: Overview & Development Philosophy
Atlas Graph & Agent Catalog
Babysitter Plugin Architecture
Transport Adapter & Proxy
Triggers & CI Integration
Kradle & Cloud Platform
07 — Live Stack QA Guide

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