feat(standards): codify codegen, ship generic Tier-B infra, add get_app_template + prompts; fix docs:// regressions

P0: fix doc:// -> docs:// across standards src/server/registry and regenerate stale mongo-ops bundle. P1: build recipe + spec-first routing now document the openapi-first codegen fast path (models/routes with --inject-request/--package). P4: CRUD template documents the model-vs-document id rule (BaseDocument owns id). P5: authless guidance (omit security keys). P6: template gains generic infra (http_cache, keyed SSE bus, KV port+in-memory+Redis), interfaces/openapi.py + .dockerignore + generic build test registered as components, and a get_app_template tool; genericity matrix marks LLM pool + human-in-loop as reference-app patterns. P7: intake/build/start_app/trial prompts. P8: template ships tests/integration/test_openapi_app_builds.py. Rebuilt standards + openapi-first bundles and re-collected.
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2026-10-13 03:26:51 +05:30
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commit fced40af59
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@@ -330,6 +330,15 @@
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#the-codegen-fast-path-in-detail" class="md-nav__link">
<span class="md-ellipsis">
🔧 The codegen fast path, in detail
</span>
</a>
</li>
<li class="md-nav__item">
@@ -638,6 +647,15 @@
</span>
</a>
</li>
<li class="md-nav__item">
<a href="#the-codegen-fast-path-in-detail" class="md-nav__link">
<span class="md-ellipsis">
🔧 The codegen fast path, in detail
</span>
</a>
</li>
<li class="md-nav__item">
@@ -677,9 +695,9 @@
<h1 id="build-recipe">Build Recipe</h1>
<h2 id="summary">Summary</h2>
<p>The ordered, deterministic checklist for generating a new application of the
standard shape. Every step is fixed; only the resource model (step 2) and the
pipeline family (step 7) need app-specific authoring.</p>
<p>This page is served by the <code>standards</code> MCP as <code>doc://modules/build_recipe</code>. The
standard shape. Every step is fixed; only the resource model (step 2), the
codegen pass (step 3), and the pipeline family (step 8) need app-specific work.</p>
<p>This page is served by the <code>standards</code> MCP as <code>docs://modules/build_recipe</code>. The
<code>start_app</code> prompt on that server collects the two axes and hands off here; pull
exact files with <code>get_app_component</code>.</p>
<hr />
@@ -777,18 +795,34 @@ environment-only; never commit them.</p>
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<span class="normal"><a href="#__codelineno-2-72">72</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-2-1"><a id="__codelineno-2-1" name="__codelineno-2-1"></a><span class="gh"># Build a new application from the Aetos Standards blueprint</span>
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<span class="normal"><a href="#__codelineno-2-77">77</a></span>
<span class="normal"><a href="#__codelineno-2-78">78</a></span>
<span class="normal"><a href="#__codelineno-2-79">79</a></span>
<span class="normal"><a href="#__codelineno-2-80">80</a></span>
<span class="normal"><a href="#__codelineno-2-81">81</a></span>
<span class="normal"><a href="#__codelineno-2-82">82</a></span>
<span class="normal"><a href="#__codelineno-2-83">83</a></span>
<span class="normal"><a href="#__codelineno-2-84">84</a></span>
<span class="normal"><a href="#__codelineno-2-85">85</a></span>
<span class="normal"><a href="#__codelineno-2-86">86</a></span>
<span class="normal"><a href="#__codelineno-2-87">87</a></span>
<span class="normal"><a href="#__codelineno-2-88">88</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-2-1"><a id="__codelineno-2-1" name="__codelineno-2-1"></a><span class="gh"># Build a new application from the Aetos Standards blueprint</span>
</span><span id="__span-2-2"><a id="__codelineno-2-2" name="__codelineno-2-2"></a>
</span><span id="__span-2-3"><a id="__codelineno-2-3" name="__codelineno-2-3"></a>You are coding a complete new backend application conforming to the Aetos
</span><span id="__span-2-4"><a id="__codelineno-2-4" name="__codelineno-2-4"></a>standard app blueprint. Execute every step in order. Only steps 2 and 3 use the
</span><span id="__span-2-4"><a id="__codelineno-2-4" name="__codelineno-2-4"></a>standard app blueprint. Execute every step in order. Only steps 2–4 use the
</span><span id="__span-2-5"><a id="__codelineno-2-5" name="__codelineno-2-5"></a>app-specific details provided by the user; everything else is deterministic.
</span><span id="__span-2-6"><a id="__codelineno-2-6" name="__codelineno-2-6"></a>
</span><span id="__span-2-7"><a id="__codelineno-2-7" name="__codelineno-2-7"></a><span class="gu">## Before writing any code</span>
</span><span id="__span-2-8"><a id="__codelineno-2-8" name="__codelineno-2-8"></a>
</span><span id="__span-2-9"><a id="__codelineno-2-9" name="__codelineno-2-9"></a>Connect to the <span class="sb">`standards`</span> MCP server and read:
</span><span id="__span-2-10"><a id="__codelineno-2-10" name="__codelineno-2-10"></a><span class="k">-</span><span class="w"> </span><span class="sb">`doc://nav`</span> (the module list)
</span><span id="__span-2-11"><a id="__codelineno-2-11" name="__codelineno-2-11"></a><span class="k">-</span><span class="w"> </span><span class="sb">`doc://modules/genericity_matrix`</span> (Tier A library / Tier B template / Tier C authored)
</span><span id="__span-2-12"><a id="__codelineno-2-12" name="__codelineno-2-12"></a><span class="k">-</span><span class="w"> </span><span class="sb">`doc://modules/layering_rules`</span> (the dependency rules)
</span><span id="__span-2-10"><a id="__codelineno-2-10" name="__codelineno-2-10"></a><span class="k">-</span><span class="w"> </span><span class="sb">`docs://nav`</span> (the module list)
</span><span id="__span-2-11"><a id="__codelineno-2-11" name="__codelineno-2-11"></a><span class="k">-</span><span class="w"> </span><span class="sb">`docs://modules/genericity_matrix`</span> (Tier A library / Tier B template / Tier C authored)
</span><span id="__span-2-12"><a id="__codelineno-2-12" name="__codelineno-2-12"></a><span class="k">-</span><span class="w"> </span><span class="sb">`docs://modules/layering_rules`</span> (the dependency rules)
</span><span id="__span-2-13"><a id="__codelineno-2-13" name="__codelineno-2-13"></a>
</span><span id="__span-2-14"><a id="__codelineno-2-14" name="__codelineno-2-14"></a>Then:
</span><span id="__span-2-15"><a id="__codelineno-2-15" name="__codelineno-2-15"></a><span class="k">-</span><span class="w"> </span>call <span class="sb">`find_library`</span> with <span class="sb">`db`</span>, <span class="sb">`di`</span>, <span class="sb">`routing`</span>, <span class="sb">`ingestion`</span>, <span class="sb">`pipeline`</span>, <span class="sb">`docs`</span>
@@ -799,56 +833,72 @@ environment-only; never commit them.</p>
</span><span id="__span-2-20"><a id="__codelineno-2-20" name="__codelineno-2-20"></a>
</span><span id="__span-2-21"><a id="__codelineno-2-21" name="__codelineno-2-21"></a><span class="gu">## Steps</span>
</span><span id="__span-2-22"><a id="__codelineno-2-22" name="__codelineno-2-22"></a>
</span><span id="__span-2-23"><a id="__codelineno-2-23" name="__codelineno-2-23"></a><span class="k">1.</span> <span class="gs">**Scaffold**</span> — copy <span class="sb">`standards/src/templates/app/`</span> into <span class="sb">`apps/&lt;your-app&gt;/`</span>.
</span><span id="__span-2-24"><a id="__codelineno-2-24" name="__codelineno-2-24"></a> Keep the tree: <span class="sb">`domain/`</span>, <span class="sb">`infra/`</span>, <span class="sb">`interfaces/`</span>, <span class="sb">`pipelines/`</span>, <span class="sb">`tests/`</span>,
</span><span id="__span-2-25"><a id="__codelineno-2-25" name="__codelineno-2-25"></a> <span class="sb">`scripts/`</span>, plus <span class="sb">`pyproject.toml`</span>, <span class="sb">`openapi.yaml`</span>, <span class="sb">`config.py`</span>, <span class="sb">`init.py`</span>,
</span><span id="__span-2-26"><a id="__codelineno-2-26" name="__codelineno-2-26"></a> <span class="sb">`main.py`</span>, <span class="sb">`worker.py`</span>, <span class="sb">`Dockerfile`</span>, <span class="sb">`docker-compose.yaml`</span>, <span class="sb">`.env.example`</span>.
</span><span id="__span-2-27"><a id="__codelineno-2-27" name="__codelineno-2-27"></a>
</span><span id="__span-2-28"><a id="__codelineno-2-28" name="__codelineno-2-28"></a><span class="k">2.</span> <span class="gs">**Author the spec (app-specific)**</span> — write <span class="sb">`openapi.yaml`</span>: resources,
</span><span id="__span-2-29"><a id="__codelineno-2-29" name="__codelineno-2-29"></a> schemas, <span class="sb">`operationId`</span>s, security, and extension metadata. This is the
</span><span id="__span-2-30"><a id="__codelineno-2-30" name="__codelineno-2-30"></a> contract and drives all routing.
</span><span id="__span-2-31"><a id="__codelineno-2-31" name="__codelineno-2-31"></a>
</span><span id="__span-2-32"><a id="__codelineno-2-32" name="__codelineno-2-32"></a><span class="k">3.</span> <span class="gs">**Write each CRUD slice (app-specific)**</span> — per resource create the four-file
</span><span id="__span-2-33"><a id="__codelineno-2-33" name="__codelineno-2-33"></a> slice: <span class="sb">`models.py`</span>, <span class="sb">`ports/db.py`</span>, <span class="sb">`ports/service.py`</span>, and optional
</span><span id="__span-2-34"><a id="__codelineno-2-34" name="__codelineno-2-34"></a> <span class="sb">`converters.py`</span>. Follow the CRUD template.
</span><span id="__span-2-35"><a id="__codelineno-2-35" name="__codelineno-2-35"></a>
</span><span id="__span-2-36"><a id="__codelineno-2-36" name="__codelineno-2-36"></a><span class="k">4.</span> <span class="gs">**Wire the composition root**</span> — in <span class="sb">`init.py`</span>, build leaf repositories, then
</span><span id="__span-2-37"><a id="__codelineno-2-37" name="__codelineno-2-37"></a> dependent repositories, then services; add infra adapters (db, cache, stores,
</span><span id="__span-2-38"><a id="__codelineno-2-38" name="__codelineno-2-38"></a> progress bus, fetchers). Expose <span class="sb">`get_svc`</span> overloads.
</span><span id="__span-2-39"><a id="__codelineno-2-39" name="__codelineno-2-39"></a>
</span><span id="__span-2-40"><a id="__codelineno-2-40" name="__codelineno-2-40"></a><span class="k">5.</span> <span class="gs">**Add routes**</span> — create <span class="sb">`interfaces/&lt;resource&gt;/routes.py`</span> thin handlers bound
</span><span id="__span-2-41"><a id="__codelineno-2-41" name="__codelineno-2-41"></a> to <span class="sb">`operationId`</span>s and re-export them in <span class="sb">`interfaces/openapi.py`</span>. Add the cache
</span><span id="__span-2-42"><a id="__codelineno-2-42" name="__codelineno-2-42"></a> decorator to read endpoints.
</span><span id="__span-2-43"><a id="__codelineno-2-43" name="__codelineno-2-43"></a>
</span><span id="__span-2-44"><a id="__codelineno-2-44" name="__codelineno-2-44"></a><span class="k">6.</span> <span class="gs">**Bootstrap app and worker**</span> — confirm <span class="sb">`main.py`</span> runs the OpenAPI-first app
</span><span id="__span-2-45"><a id="__codelineno-2-45" name="__codelineno-2-45"></a> with its lifespan. If the app has long-running jobs, adapt <span class="sb">`worker.py`</span> to poll
</span><span id="__span-2-46"><a id="__codelineno-2-46" name="__codelineno-2-46"></a> the job collection, run the pipeline, and publish progress.
</span><span id="__span-2-47"><a id="__codelineno-2-47" name="__codelineno-2-47"></a>
</span><span id="__span-2-48"><a id="__codelineno-2-48" name="__codelineno-2-48"></a><span class="k">7.</span> <span class="gs">**Add pipeline families (only if data-driven)**</span> — copy <span class="sb">`pipelines/example/`</span>
</span><span id="__span-2-49"><a id="__codelineno-2-49" name="__codelineno-2-49"></a> to <span class="sb">`pipelines/&lt;family&gt;/`</span> with <span class="sb">`abc.py`</span>, <span class="sb">`impl.py`</span>, <span class="sb">`pipeline.yaml`</span>,
</span><span id="__span-2-50"><a id="__codelineno-2-50" name="__codelineno-2-50"></a> <span class="sb">`resources/`</span>, and reuse <span class="sb">`pipelines/shared/`</span> (loader + registry). Register the
</span><span id="__span-2-51"><a id="__codelineno-2-51" name="__codelineno-2-51"></a> root. Add fixtures and a parity test.
</span><span id="__span-2-52"><a id="__codelineno-2-52" name="__codelineno-2-52"></a>
</span><span id="__span-2-53"><a id="__codelineno-2-53" name="__codelineno-2-53"></a><span class="k">8.</span> <span class="gs">**Add infrastructure only where needed**</span> — Tier A capability: use the
</span><span id="__span-2-54"><a id="__codelineno-2-54" name="__codelineno-2-54"></a> library. Tier B capability: copy the template. Never hand-write a Tier A
</span><span id="__span-2-55"><a id="__codelineno-2-55" name="__codelineno-2-55"></a> library.
</span><span id="__span-2-56"><a id="__codelineno-2-56" name="__codelineno-2-56"></a>
</span><span id="__span-2-57"><a id="__codelineno-2-57" name="__codelineno-2-57"></a><span class="k">9.</span> <span class="gs">**Tests**</span> — integration tests with fakes at the HTTP edge; unit tests for
</span><span id="__span-2-58"><a id="__codelineno-2-58" name="__codelineno-2-58"></a> domain and pipeline logic; a config-consistency test for rule-driven
</span><span id="__span-2-59"><a id="__codelineno-2-59" name="__codelineno-2-59"></a> pipelines.
</span><span id="__span-2-60"><a id="__codelineno-2-60" name="__codelineno-2-60"></a>
</span><span id="__span-2-61"><a id="__codelineno-2-61" name="__codelineno-2-61"></a><span class="k">10.</span> <span class="gs">**Scripts and seeds**</span> — operator scripts under <span class="sb">`scripts/`</span> using
</span><span id="__span-2-62"><a id="__codelineno-2-62" name="__codelineno-2-62"></a> <span class="sb">`init()`</span> / <span class="sb">`get_svc()`</span> / <span class="sb">`shutdown()`</span>; run as <span class="sb">`python -m scripts.&lt;name&gt;`</span>.
</span><span id="__span-2-63"><a id="__codelineno-2-63" name="__codelineno-2-63"></a>
</span><span id="__span-2-64"><a id="__codelineno-2-64" name="__codelineno-2-64"></a><span class="k">11.</span> <span class="gs">**Docs**</span> — author GSDFC docstrings, generate <span class="sb">`.pyi`</span> stubs, mark the package
</span><span id="__span-2-65"><a id="__codelineno-2-65" name="__codelineno-2-65"></a> <span class="sb">`py.typed`</span>, and build the docs.
</span><span id="__span-2-66"><a id="__codelineno-2-66" name="__codelineno-2-66"></a>
</span><span id="__span-2-67"><a id="__codelineno-2-67" name="__codelineno-2-67"></a><span class="gs">**Definition of done:**</span>
</span><span id="__span-2-68"><a id="__codelineno-2-68" name="__codelineno-2-68"></a><span class="k">-</span><span class="w"> </span><span class="sb">`python -c &quot;import main&quot;`</span> succeeds.
</span><span id="__span-2-69"><a id="__codelineno-2-69" name="__codelineno-2-69"></a><span class="k">-</span><span class="w"> </span><span class="sb">`pytest`</span> passes.
</span><span id="__span-2-70"><a id="__codelineno-2-70" name="__codelineno-2-70"></a><span class="k">-</span><span class="w"> </span>The app serves every operation in the spec; the worker drains its queue.
</span><span id="__span-2-71"><a id="__codelineno-2-71" name="__codelineno-2-71"></a><span class="k">-</span><span class="w"> </span>No domain module imports a web framework.
</span><span id="__span-2-72"><a id="__codelineno-2-72" name="__codelineno-2-72"></a><span class="k">-</span><span class="w"> </span>No Tier A library was reimplemented.
</span><span id="__span-2-23"><a id="__codelineno-2-23" name="__codelineno-2-23"></a><span class="k">1.</span> <span class="gs">**Scaffold**</span> — copy <span class="sb">`standards/src/templates/app/`</span> into <span class="sb">`apps/&lt;your-app&gt;/`</span>
</span><span id="__span-2-24"><a id="__codelineno-2-24" name="__codelineno-2-24"></a> (or pull the same tree via <span class="sb">`get_app_template`</span>). Keep the tree: <span class="sb">`domain/`</span>,
</span><span id="__span-2-25"><a id="__codelineno-2-25" name="__codelineno-2-25"></a> <span class="sb">`infra/`</span>, <span class="sb">`interfaces/`</span>, <span class="sb">`pipelines/`</span>, <span class="sb">`tests/`</span>, <span class="sb">`scripts/`</span>, plus
</span><span id="__span-2-26"><a id="__codelineno-2-26" name="__codelineno-2-26"></a> <span class="sb">`pyproject.toml`</span>, <span class="sb">`openapi.yaml`</span>, <span class="sb">`config.py`</span>, <span class="sb">`init.py`</span>, <span class="sb">`main.py`</span>,
</span><span id="__span-2-27"><a id="__codelineno-2-27" name="__codelineno-2-27"></a> <span class="sb">`worker.py`</span>, <span class="sb">`Dockerfile`</span>, <span class="sb">`docker-compose.yaml`</span>, <span class="sb">`.env.example`</span>.
</span><span id="__span-2-28"><a id="__codelineno-2-28" name="__codelineno-2-28"></a>
</span><span id="__span-2-29"><a id="__codelineno-2-29" name="__codelineno-2-29"></a><span class="k">2.</span> <span class="gs">**Author the spec (app-specific)**</span> — write <span class="sb">`openapi.yaml`</span>: resources,
</span><span id="__span-2-30"><a id="__codelineno-2-30" name="__codelineno-2-30"></a> schemas, <span class="sb">`operationId`</span>s, security, and extension metadata. This is the
</span><span id="__span-2-31"><a id="__codelineno-2-31" name="__codelineno-2-31"></a> contract and drives all routing. Every operation MUST have an <span class="sb">`operationId`</span>.
</span><span id="__span-2-32"><a id="__codelineno-2-32" name="__codelineno-2-32"></a>
</span><span id="__span-2-33"><a id="__codelineno-2-33" name="__codelineno-2-33"></a><span class="k">3.</span> <span class="gs">**Generate the scaffold (codegen)**</span> — from the spec, generate the wire
</span><span id="__span-2-34"><a id="__codelineno-2-34" name="__codelineno-2-34"></a> models and the exact handler signatures:
</span><span id="__span-2-35"><a id="__codelineno-2-35" name="__codelineno-2-35"></a><span class="sb"> ```bash</span>
</span><span id="__span-2-36"><a id="__codelineno-2-36" name="__codelineno-2-36"></a><span class="w"> </span>openapi-first<span class="w"> </span>models<span class="w"> </span>openapi.yaml<span class="w"> </span>-o<span class="w"> </span>_gen/models.py
</span><span id="__span-2-37"><a id="__codelineno-2-37" name="__codelineno-2-37"></a><span class="w"> </span>openapi-first<span class="w"> </span>routes<span class="w"> </span>openapi.yaml<span class="w"> </span>-o<span class="w"> </span>_gen/routes<span class="w"> </span><span class="se">\</span>
</span><span id="__span-2-38"><a id="__codelineno-2-38" name="__codelineno-2-38"></a><span class="w"> </span>--use-models<span class="w"> </span>--models-module<span class="w"> </span>_gen.models<span class="w"> </span>--inject-request<span class="w"> </span>--package
</span><span id="__span-2-39"><a id="__codelineno-2-39" name="__codelineno-2-39"></a><span class="sb"> ```</span>
</span><span id="__span-2-40"><a id="__codelineno-2-40" name="__codelineno-2-40"></a> <span class="sb">`_gen/models.py`</span> is the <span class="gs">**wire contract**</span> (Pydantic, one class per
</span><span id="__span-2-41"><a id="__codelineno-2-41" name="__codelineno-2-41"></a> <span class="sb">`components.schemas`</span> entry). <span class="sb">`_gen/routes/&lt;resource&gt;/routes.py`</span> lists every
</span><span id="__span-2-42"><a id="__codelineno-2-42" name="__codelineno-2-42"></a> <span class="sb">`operationId`</span> with its exact parameter signature. Treat <span class="sb">`_gen/`</span> as generated
</span><span id="__span-2-43"><a id="__codelineno-2-43" name="__codelineno-2-43"></a> (never hand-edit it) — the canonical handlers live in <span class="sb">`interfaces/`</span>.
</span><span id="__span-2-44"><a id="__codelineno-2-44" name="__codelineno-2-44"></a>
</span><span id="__span-2-45"><a id="__codelineno-2-45" name="__codelineno-2-45"></a><span class="k">4.</span> <span class="gs">**Write each CRUD slice (app-specific)**</span> — per resource create the four-file
</span><span id="__span-2-46"><a id="__codelineno-2-46" name="__codelineno-2-46"></a> slice: <span class="sb">`models.py`</span> (domain model, <span class="gs">**no `id`**</span>), <span class="sb">`ports/db.py`</span>
</span><span id="__span-2-47"><a id="__codelineno-2-47" name="__codelineno-2-47"></a> (<span class="sb">`class XDocument(BaseDocument, X)`</span> — id comes from <span class="sb">`BaseDocument`</span>),
</span><span id="__span-2-48"><a id="__codelineno-2-48" name="__codelineno-2-48"></a> <span class="sb">`ports/service.py`</span>, and optional <span class="sb">`converters.py`</span>. Follow the CRUD template.
</span><span id="__span-2-49"><a id="__codelineno-2-49" name="__codelineno-2-49"></a>
</span><span id="__span-2-50"><a id="__codelineno-2-50" name="__codelineno-2-50"></a><span class="k">5.</span> <span class="gs">**Wire the composition root**</span> — in <span class="sb">`init.py`</span>, build leaf repositories, then
</span><span id="__span-2-51"><a id="__codelineno-2-51" name="__codelineno-2-51"></a> dependent repositories, then services; add infra adapters (db, cache, stores,
</span><span id="__span-2-52"><a id="__codelineno-2-52" name="__codelineno-2-52"></a> progress bus, fetchers). Expose <span class="sb">`get_svc`</span> overloads.
</span><span id="__span-2-53"><a id="__codelineno-2-53" name="__codelineno-2-53"></a>
</span><span id="__span-2-54"><a id="__codelineno-2-54" name="__codelineno-2-54"></a><span class="k">6.</span> <span class="gs">**Add routes**</span> — create <span class="sb">`interfaces/&lt;resource&gt;/routes.py`</span> thin handlers whose
</span><span id="__span-2-55"><a id="__codelineno-2-55" name="__codelineno-2-55"></a> names match the <span class="sb">`operationId`</span>s (use the signatures from step 3 as your
</span><span id="__span-2-56"><a id="__codelineno-2-56" name="__codelineno-2-56"></a> checklist) and re-export them in <span class="sb">`interfaces/openapi.py`</span>. Add the cache
</span><span id="__span-2-57"><a id="__codelineno-2-57" name="__codelineno-2-57"></a> decorator to read endpoints.
</span><span id="__span-2-58"><a id="__codelineno-2-58" name="__codelineno-2-58"></a>
</span><span id="__span-2-59"><a id="__codelineno-2-59" name="__codelineno-2-59"></a><span class="k">7.</span> <span class="gs">**Bootstrap app and worker**</span> — confirm <span class="sb">`main.py`</span> runs the OpenAPI-first app
</span><span id="__span-2-60"><a id="__codelineno-2-60" name="__codelineno-2-60"></a> with its lifespan. If the app has long-running jobs, adapt <span class="sb">`worker.py`</span> to poll
</span><span id="__span-2-61"><a id="__codelineno-2-61" name="__codelineno-2-61"></a> the job collection, run the pipeline, and publish progress.
</span><span id="__span-2-62"><a id="__codelineno-2-62" name="__codelineno-2-62"></a>
</span><span id="__span-2-63"><a id="__codelineno-2-63" name="__codelineno-2-63"></a><span class="k">8.</span> <span class="gs">**Add pipeline families (only if data-driven)**</span> — copy <span class="sb">`pipelines/example/`</span>
</span><span id="__span-2-64"><a id="__codelineno-2-64" name="__codelineno-2-64"></a> to <span class="sb">`pipelines/&lt;family&gt;/`</span> with <span class="sb">`abc.py`</span>, <span class="sb">`impl.py`</span>, <span class="sb">`pipeline.yaml`</span>,
</span><span id="__span-2-65"><a id="__codelineno-2-65" name="__codelineno-2-65"></a> <span class="sb">`resources/`</span>, and reuse <span class="sb">`pipelines/shared/`</span> (loader + registry). Register the
</span><span id="__span-2-66"><a id="__codelineno-2-66" name="__codelineno-2-66"></a> root. Add fixtures and a parity test.
</span><span id="__span-2-67"><a id="__codelineno-2-67" name="__codelineno-2-67"></a>
</span><span id="__span-2-68"><a id="__codelineno-2-68" name="__codelineno-2-68"></a><span class="k">9.</span> <span class="gs">**Add infrastructure only where needed**</span> — Tier A capability: use the
</span><span id="__span-2-69"><a id="__codelineno-2-69" name="__codelineno-2-69"></a> library. Tier B capability: copy the template. Never hand-write a Tier A
</span><span id="__span-2-70"><a id="__codelineno-2-70" name="__codelineno-2-70"></a> library.
</span><span id="__span-2-71"><a id="__codelineno-2-71" name="__codelineno-2-71"></a>
</span><span id="__span-2-72"><a id="__codelineno-2-72" name="__codelineno-2-72"></a><span class="k">10.</span> <span class="gs">**Tests**</span> — integration tests with fakes at the HTTP edge; unit tests for
</span><span id="__span-2-73"><a id="__codelineno-2-73" name="__codelineno-2-73"></a> domain and pipeline logic; a config-consistency test for rule-driven
</span><span id="__span-2-74"><a id="__codelineno-2-74" name="__codelineno-2-74"></a> pipelines. Include <span class="sb">`tests/integration/test_openapi_app_builds.py`</span> (imports
</span><span id="__span-2-75"><a id="__codelineno-2-75" name="__codelineno-2-75"></a> the app, asserts <span class="sb">`import main`</span> binds every operation).
</span><span id="__span-2-76"><a id="__codelineno-2-76" name="__codelineno-2-76"></a>
</span><span id="__span-2-77"><a id="__codelineno-2-77" name="__codelineno-2-77"></a><span class="k">11.</span> <span class="gs">**Scripts and seeds**</span> — operator scripts under <span class="sb">`scripts/`</span> using
</span><span id="__span-2-78"><a id="__codelineno-2-78" name="__codelineno-2-78"></a> <span class="sb">`init()`</span> / <span class="sb">`get_svc()`</span> / <span class="sb">`shutdown()`</span>; run as <span class="sb">`python -m scripts.&lt;name&gt;`</span>.
</span><span id="__span-2-79"><a id="__codelineno-2-79" name="__codelineno-2-79"></a>
</span><span id="__span-2-80"><a id="__codelineno-2-80" name="__codelineno-2-80"></a><span class="k">12.</span> <span class="gs">**Docs**</span> — author GSDFC docstrings, generate <span class="sb">`.pyi`</span> stubs, mark the package
</span><span id="__span-2-81"><a id="__codelineno-2-81" name="__codelineno-2-81"></a> <span class="sb">`py.typed`</span>, and build the docs.
</span><span id="__span-2-82"><a id="__codelineno-2-82" name="__codelineno-2-82"></a>
</span><span id="__span-2-83"><a id="__codelineno-2-83" name="__codelineno-2-83"></a><span class="gs">**Definition of done:**</span>
</span><span id="__span-2-84"><a id="__codelineno-2-84" name="__codelineno-2-84"></a><span class="k">-</span><span class="w"> </span><span class="sb">`python -c &quot;import main&quot;`</span> succeeds.
</span><span id="__span-2-85"><a id="__codelineno-2-85" name="__codelineno-2-85"></a><span class="k">-</span><span class="w"> </span><span class="sb">`pytest`</span> passes.
</span><span id="__span-2-86"><a id="__codelineno-2-86" name="__codelineno-2-86"></a><span class="k">-</span><span class="w"> </span>The app serves every operation in the spec; the worker drains its queue.
</span><span id="__span-2-87"><a id="__codelineno-2-87" name="__codelineno-2-87"></a><span class="k">-</span><span class="w"> </span>No domain module imports a web framework.
</span><span id="__span-2-88"><a id="__codelineno-2-88" name="__codelineno-2-88"></a><span class="k">-</span><span class="w"> </span>No Tier A library was reimplemented.
</span></code></pre></div></td></tr></table></div>
<hr />
<h2 id="where-the-steps-land">🧭 Where the steps land</h2>
@@ -873,53 +923,94 @@ environment-only; never commit them.</p>
<td>—</td>
</tr>
<tr>
<td>3 · CRUD slices</td>
<td>3 · Codegen</td>
<td><code>_gen/</code> (generated)</td>
<td>spec, openapi-first</td>
</tr>
<tr>
<td>4 · CRUD slices</td>
<td><code>domain/&lt;resource&gt;/</code></td>
<td>spec, CRUD template</td>
</tr>
<tr>
<td>4 · Wiring</td>
<td>5 · Wiring</td>
<td><code>init.py</code></td>
<td>every slice</td>
</tr>
<tr>
<td>5 · Routes</td>
<td>6 · Routes</td>
<td><code>interfaces/&lt;resource&gt;/</code></td>
<td>services, openapi route registry</td>
</tr>
<tr>
<td>6 · Bootstrap</td>
<td>7 · Bootstrap</td>
<td><code>main.py</code>, <code>worker.py</code></td>
<td>composition root</td>
</tr>
<tr>
<td>7 · Pipelines</td>
<td>8 · Pipelines</td>
<td><code>pipelines/&lt;family&gt;/</code>, <code>shared/</code></td>
<td>library pipeline engine</td>
</tr>
<tr>
<td>8 · Infra</td>
<td>9 · Infra</td>
<td><code>infra/</code></td>
<td>domain ports</td>
</tr>
<tr>
<td>9 · Tests</td>
<td>10 · Tests</td>
<td><code>tests/</code></td>
<td>app + fixtures</td>
</tr>
<tr>
<td>10 · Scripts</td>
<td>11 · Scripts</td>
<td><code>scripts/</code></td>
<td>composition root</td>
</tr>
<tr>
<td>11 · Docs</td>
<td>12 · Docs</td>
<td>docstrings + docs build</td>
<td>code, Doc Forge</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="the-codegen-fast-path-in-detail">🔧 The codegen fast path, in detail</h2>
<p><code>openapi-first</code> is spec → code only (it never generates a spec). Use it to erase
the two mechanical parts of the build:</p>
<table>
<thead>
<tr>
<th>Generated artifact</th>
<th>Replaces</th>
<th>Notes</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>_gen/models.py</code></td>
<td>hand-writing Pydantic wire models</td>
<td>one class per <code>components.schemas</code> entry</td>
</tr>
<tr>
<td><code>_gen/routes/&lt;resource&gt;/routes.py</code></td>
<td>hand-typing handler signatures</td>
<td>names == <code>operationId</code>s; <code>request: Request</code> injected</td>
</tr>
</tbody>
</table>
<p>Rules of the road:</p>
<ul>
<li><strong>Wire models are not domain models.</strong> <code>_gen/models.py</code> is the HTTP contract;
<code>domain/&lt;resource&gt;/models.py</code> is your business shape. If the spec's schema has
a required <code>id: str</code>, keep it off the domain model and let the document get its
id from <code>BaseDocument</code>.</li>
<li><strong>Resource names are sanitized.</strong> <code>/fetch-requests</code> → <code>fetch_requests.py</code>.</li>
<li><strong>Multipart bodies expand</strong> to <code>UploadFile = File(...)</code> / <code>Form(...)</code> params.</li>
<li><strong><code>_gen/</code> is disposable.</strong> Regenerate on every spec change; <code>git diff</code> shows
exactly what moved.</li>
</ul>
<hr />
<h2 id="definition-of-done">⚠️ Definition of done</h2>
<ul>
<li><code>python -c "import main"</code> succeeds.</li>