<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Grainworks on grainworks</title><link>https://grainworks.tech/tags/grainworks/</link><description>Recent content in Grainworks on grainworks</description><generator>Hugo</generator><language>en-US</language><lastBuildDate>Mon, 29 Jun 2026 06:00:00 -0400</lastBuildDate><atom:link href="https://grainworks.tech/tags/grainworks/index.xml" rel="self" type="application/rss+xml"/><item><title>Agent Stack Architecture — Six Layers of grainworks</title><link>https://grainworks.tech/projects/agent-stack-architecture/</link><pubDate>Mon, 29 Jun 2026 06:00:00 -0400</pubDate><guid>https://grainworks.tech/projects/agent-stack-architecture/</guid><description>&lt;p&gt;A 1-page visual architecture of everything we&amp;rsquo;ve built — organized into six layers from the reasoning core to the user-facing delivery surface. Every component lives in exactly one layer with defined data flow between them.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;&lt;a href="https://grainworks.tech/projects/architecture/"&gt;View the architecture diagram →&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
&lt;h2 id="the-six-layers"&gt;The Six Layers&lt;/h2&gt;
&lt;h3 id="layer-1--orchestration"&gt;Layer 1 — Orchestration&lt;/h3&gt;
&lt;p&gt;The brains. Hermes Agent routes, reasons, and delegates. The Organizational Orchestrator (V2.4/2.5) classifies intent and routes to 19 domain subagents. The skill system (60+ skills) and MCP gateway keep the reasoning at the center.&lt;/p&gt;</description></item><item><title>Organizational Orchestrator — Multi-Agent Routing System</title><link>https://grainworks.tech/projects/organizational-orchestrator/</link><pubDate>Mon, 29 Jun 2026 06:00:00 -0400</pubDate><guid>https://grainworks.tech/projects/organizational-orchestrator/</guid><description>&lt;p&gt;An advanced master orchestrator for routing, delegating, and verifying tasks across organizational domains. Started as a keyword-matching router (V2.2) and evolved toward LLM-based intent classification (V2.5). Uses Hermes Agent&amp;rsquo;s &lt;code&gt;delegate_task&lt;/code&gt; API under the hood for subagent execution.&lt;/p&gt;
&lt;h2 id="architecture"&gt;Architecture&lt;/h2&gt;
&lt;pre tabindex="0"&gt;&lt;code&gt;┌──────────────────────────────────────────────┐
│ OrganizationalOrchestrator │
│ Intent Classification → Routing → Delegation │
├──────────────────────────────────────────────┤
│ Specialists (19 domains): │
│ Strategy | Finance | HR | Legal | Data │
│ IT/Security | Procurement | Citizen Svcs │
│ Auditor | Emergency | Urban Planner | Health│
│ Education | Social Services | Comms | Ops │
│ Facilities | Research | Innovation │
└──────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;&lt;p&gt;Each specialist has:&lt;/p&gt;</description></item></channel></rss>