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Where the ideas in Systems get built and find out whether they hold. Each excerpt below is read from its repository at a named commit, so what you see is what was there, not a description of it.
DAX: Governed Execution Workstation
Deterministic runtime contract around stochastic model execution. Sits between the operator and model providers with policy checks, reviewed permissions, replay and audit logs.
1# DAX Rust Crates23DAX uses Rust only for deterministic proof surfaces around stochastic model execution.45| Crate | Purpose |6| ----- | ------- |7| `dax-core` | Replays canonical run events to reconstruct run state; generates deterministic proof reports |8| `dax-policy` | Evaluates proposed actions against policy context into `allow / ask / deny` decisions |9| `dax-audit` | Evaluates trust posture from six structured run signals |10| `dax-ledger` | Builds and verifies tamper-evident append-only ledger chains |11| `dax-indexer` | Builds deterministic local repo structure indexes for context selection |1213TypeScript orchestrates. Rust decides deterministic facts.The excerpt above is source material. The summary and boundary are editorial interpretation.
LanguageOps: Governed Writing Refinement
Finds formulaic, AI-associated writing patterns without a model, then rewrites under a contract that names what must go and what must survive, checks the result and escalates what fails.
1## Procedure21. **Identify Intent**: Determine the user's primary communication intent (e.g., answer, explain, rewrite, or respond professionally).32. **Select Recipe**: Match the intent and active context profile to the corresponding recipe in `references/recipes.md`.43. **Map What Must Survive**: Before touching anything, list the facts, commitments, numbers, caveats, and earned structural devices in the original. These are invariants.The excerpt above is source material. The summary and boundary are editorial interpretation.
PaneTera: Workspace Control Plane
Local-first developer control plane designed to govern, inspect, and explore workspaces using the Model Context Protocol (MCP).
1## System Diagram2[Portal UI (Browser)]3 │ (Fetch API + SSE / Bearer token auth)4 ▼5[Express Backend Server (Port 4000)]6 │7 ├─► [Host Policy Engine (myai-policy.json)] (Authoritative check)8 ├─► [Workspace Catalog (myai-workspaces.json)] (State check)9 ├─► [Append-only Logger (server/audit.log)]10 │11 ▼ (stdio spawn / tsx server/mcpWorkspaceServer.ts)12[Workspace stdio MCP Process] (Bound to selected workspace directory)The excerpt above is source material. The summary and boundary are editorial interpretation.
The browser utilities built alongside this work live in Tools, and earlier professional work is in the portfolio.