Agent Framework Deep Dive
This section provides definitive developer-level reference documentation for the Newo Agent Framework (NAF). These articles cover the internal architecture, systems, and pipelines that power the NAF's multi-agent conversational platform.
Articles in this section
| Article | Description |
|---|---|
| NAF architecture and modules | Core NAF structure, the 12 NAF agents, ConvoAgent flows, separated modules, and the platform action reference. |
| The turn pipeline | How the platform processes each message: event dispatch, prompt assembly, parallel execution of the Observer and Tool Caller, and how outputs feed the next turn. |
| Scenarios, procedures, and intent types | How scenarios define conversation paths, how procedures provide reusable instruction blocks, and how intent types route conversations. |
| The Observer system | The parallel reasoning system that generates structured thoughts after each conversational turn to prevent hallucinations and missed steps. |
| The Supervisor and Tool Caller system | The execution layer that detects agent commitments and triggers backend actions through condition analysis and conflict resolution. |
| Tools reference | Complete reference for all 12 built-in NAF tools, including activation conditions, conflict policies, and execution flows. |
| Custom tool integration | How to extend the NAF with custom webhook integrations that the ConvoAgent can trigger during conversations. |
| V2V backward prompting | How Newo controls voice-to-voice models during live conversations by injecting Observer thoughts into the V2V pipeline. |
Who these docs are for
These articles are written for developers, solutions engineers, and technical partners who need to understand NAF internals. They assume familiarity with YAML configuration, prompt engineering concepts, and the Newo platform's project/agent/flow/skill hierarchy.
For introductory coverage of agents, flows, skills, and events, see the Core Concepts section.
Changelog
Agent Framework Deep Dive: initial publication
Published section overview page for the Agent Framework Deep Dive developer reference.
Updated 2 days ago