> ## Documentation Index
> Fetch the complete documentation index at: https://docs.twirx.org/llms.txt
> Use this file to discover all available pages before exploring further.

# Roadmap

> The staged path from one evidence-native slice to an open agent-interface commons.

## Gate 1 — Source-statement spine

**Local evidence complete on 2026-08-10; review and merge pending.**

* harden canonical observation encoding;
* expand adversarial vectors;
* add fuzzing;
* prove Go/C agreement;
* produce a Gate 1 evidence report.

## Gate 2 — Deterministic structure compiler

* JSON and JSON-LD structural detection;
* source-native schema generation;
* primitive type inference;
* pagination recognition;
* candidate-only semantic mappings.

## Gate 3 — Adapter package and isolated runtime

* canonical package format;
* TWABI-0;
* Wasm execution with no ambient capabilities;
* admission, health, drift, and revocation states.

## Gate 4 — Semantic kernel and TWIR

* immutable ontology modules;
* mapping claims;
* exact semantic closure;
* finite operational contracts;
* generated MCP, WebMCP, OpenAPI, and SDK bindings.

## Gate 5 — Browser discovery

* separate hostile worker zone;
* public endpoint discovery;
* DOM and network evidence;
* no canonical authority.

## Gate 6 — Model-assisted induction

* neutral learning ledger;
* specialist candidate models;
* offline training;
* sealed evaluation;
* abstention and poisoning controls.

## Later — Publisher verification, federation, and safe actions

These phases begin only after read-only evidence and semantic identity are reliable.