cx is documented as four cooperating surfaces:

  • native proof path: bundle, validate, verify, extract

  • live workspace path: mcp

  • durable cognition path: notes

  • adapter/oracle path: diagnostics and parity only

Use this page for its local concern first. Return to Documentation Index when you need the broader map.

Track A produces proof-grade artifacts such as bundles, manifests, hashes, and verification results. Track B produces hypotheses, exploratory reasoning, and live workspace investigation state. Use the proof path when later humans or CI must trust the output. Use the live path when the work is still moving.

This is the main conceptual entrypoint for cx.

Start with the fastest proof of value, then learn the deeper model.

The job of this document is mapping, not semantics. For canonical definitions, see Mental Model.

Ultra-Minimal Onboarding

Run this first:

cx mcp

See the agent work on live code.

Learn later:

  • why Track B = hypothesis generation

  • why Track A = proof generation

  • why notes are the durable cognition layer

That order matters. Operators usually trust the model faster after they have watched one live MCP session solve a real problem.

Start Here

If someone is new to cx, do not begin with the full architecture lecture. Begin with the live surface:

  1. Run cx mcp.

  2. Let the agent do real work against live code.

  3. Then explain why the system is split the way it is.

The progressive onboarding model is:

  • cx mcp shows the agent working on the current checkout.

  • cx notes explains how durable reasoning is preserved.

  • cx bundle explains how that work becomes a promotable artifact.

Only after the operator has seen the system in motion should you introduce the deeper model:

  • Track B = hypothesis generation

  • Track A = proof generation

  • Notes are the durable cognition layer

Choose the mode that matches the job you need to do right now.

Use cx mcp

Need fast interactive AI help on live code? Use cx mcp.

Use it when you need:

  • live workspace reads and search

  • interactive reasoning over the current checkout

  • note discovery and review during active work

  • planning help before you freeze an artifact

This is the right choice when the workspace is still moving and you need the agent to understand what is true right now.

Workflow example: Friday to Monday

Use cx bundle

Need a reproducible, promotable artifact? Use cx bundle.

Use it when you need:

  • a deterministic handoff for CI, review, or downstream automation

  • manifest, lock file, and checksum sidecar protection

  • later validation and verification

  • extraction under manifest and hash guardrails

This is the right choice when the work must stop being exploratory and become an artifact contract.

Workflow example: Friday to Monday

Use cx notes

Need durable design memory? Use cx notes.

Use it when you need:

  • stable architectural intent in version control

  • linked repository knowledge that survives sessions

  • searchable note history and graph review

  • durable context for later humans and agents

This is the right choice when the reasoning itself needs to persist, not just the current task result.

Workflow example: Safe Note Mutation

How The Modes Fit Together

These are not competing tools. They are the three operating surfaces of the same system:

  1. Start with cx mcp when you need live understanding.

  2. Record durable conclusions with cx notes.

  3. Freeze trusted handoff state with cx bundle.

Another way to say the same thing:

  • cx mcp is where hypotheses are generated and tested against live state.

  • cx notes is where high-signal reasoning becomes durable repository memory.

  • cx bundle is where proof is generated for review, CI, and handoff.