Where you build

Four surfaces, split across a non-technical and a technical track.

Four surfaces, each mapped to a track. The MCP carries the Company Brain into the AI tools people already use, reached one way by non-technical builders and another by technical ones.

The surfaces

Advisor, in-product and low-code, for non-technical builders. Recommends and generates builds, dashboards, and current-state analysis, with before-and-after diagrams.

MCP from a chat platform, ChatGPT or Claude, for non-technical builders. Ask the Company Brain and build simple skills and reusable prompts, drawing on the other context in your chat app.

MCP from a coding harness, Codex, Claude Code, or Cursor, for technical builders. Feed live Company-Brain context into compound builds.

ADK, the methodology served through the MCP in Codex, Claude Code, or the Gemini CLI, for technical builders. Scaffolds compound agents end to end. See The technical track.

The build grid

Read it by track. If you’re non-technical you use the top two, if you’re technical the bottom two.

Track	Surface	What you build
Non-technical	Advisor (in-product, low-code)	Skills and simple agents; before-and-after workflow diagrams
Non-technical	MCP from a chat platform (ChatGPT, Claude)	Ask the Company Brain; build simple skills and reusable prompts, with your other chat context
Technical	MCP from a coding harness (Codex, Claude Code, Cursor)	Feed live Company-Brain context into compound builds
Technical	ADK, served through the MCP	Scaffold compound agents end to end: design, build, evals, deploy

Pick your track

The non-technical track

Business users building skills and simple agents in Advisor or from a chat app.

The technical track

Developers and AI Centers of Excellence building compound agents in a coding harness.