docs: drop Production-admission legalese; state Production per workflow

README.md

@@ -7,8 +7,9 @@
 [![Discord](https://img.shields.io/badge/Discord-community-5865F2?logo=discord&logoColor=white)](https://discord.gg/yF527cQbDG)
 
 Show OpenAdapt a task once. It compiles your demonstration into a program that
-runs the task again without a model in the loop, and it checks the result
-against the system of record before it calls the run a success.
+runs the task again without a generative-model API in the control loop. Before
+a governed run reports `VERIFIED`, it checks every declared effect at the
+required evidence tier.
 
 This is the installer and the `openadapt` command. The compiler and the runtime
 live in [`openadapt-flow`](https://github.com/OpenAdaptAI/openadapt-flow), and
@@ -79,14 +80,21 @@ application boundary, its action risks, its identities, its effect verifiers,
 its fault cases, and its deployment policy. Start with the
 [five-minute walkthrough](https://docs.openadapt.ai/get-started/).
 
-## Record your own workflow
+## Record and rehearse one workflow
 
 ```bash
 openadapt flow record --backend web --url https://your-app.example --out rec
 openadapt flow compile rec --out bundle --name my-workflow
 openadapt flow replay bundle --url https://your-app.example --run-dir run
 ```
 
+These commands record one browser surface and run a permissive local rehearsal;
+they do not certify the bundle. One bundle uses one execution surface and does
+not switch between browser, native, RDP, or Citrix backends. For work that
+crosses applications, qualify each boundary and handoff separately. The
+[`openadapt-flow` README](https://github.com/OpenAdaptAI/openadapt-flow#record-and-rehearse-your-workflow)
+describes the current boundary and the governed run path.
+
 Native and remote workflows never start or download Chromium. Install only the
 capability you need:
 
@@ -181,8 +189,8 @@ paywalled.
 
 | Evidence | Result |
 |---|---|
-| Public OpenEMR reference workflow | 19/20 effect-verified runs at 39.2s median with 0 model calls; run 20 was a safe halt under the corrected saved-row oracle |
-| Heart-care RVU audit, customer deployment | About $75,000/year in recovered billables, and several hours of monthly audit work |
+| Public OpenEMR field test | 19/20 attempts passed the saved-row OCR check at 39.2s median; the compiled arm recorded 0 model API calls, and run 20 halted safely |
+| Founding-team heart-care RVU audit | About $75,000/year in estimated recovered billables, and several hours of monthly audit work |
 
 Both belong to their named task and environment. Qualifying a new workflow is
 what decides what can be claimed about it. Method and comparison:
@@ -202,18 +210,10 @@ self-service API. Partner contract and qualification process:
 [the Execute guide](https://docs.openadapt.ai/commercial/oem-brief/).
 
 <!-- BEGIN PRODUCTION LIFECYCLE -->
-> **Built for qualified production workflows.**
-> Current OpenAdapt admission state: **Not actively admitted.** The exact signed
-> ledger has no active admission for this target. The path to Production requires
-> active signed admissions for all seven product targets and an active signed,
-> expiring, revocable workflow admission for the exact compiled workflow version.
-> The workflow admission binds the organization and workflow identity; bundle
-> version and digest; admitted runtime release; application and environment; input,
-> action, identity, effect, and policy contracts; evidence authority; and its issue,
-> expiry, and revocation state. Qualification requires at least three trials for
-> each task and condition. A closed result schema must report silent incorrect
-> success and over-halt. Any bound change requires a new qualification.
-> [Check the live signed Production record](https://docs.openadapt.ai/production-lifecycle.json).
+Production is per qualified workflow.
+A workflow is Production only with an active signed, expiring, revocable
+admission for that exact compiled version, application, and environment.
+[Check the live signed Production record](https://docs.openadapt.ai/production-lifecycle.json).
 <!-- END PRODUCTION LIFECYCLE -->
 
 ## Where the code is

scripts/render_readme_maturity.py

@@ -459,18 +459,10 @@ def _qualification_block() -> str:
     return "\n".join(
         [
             BEGIN,
-            "> **Built for qualified production workflows.**",
-            "> Current OpenAdapt admission state: **Not actively admitted.** The exact signed",
-            "> ledger has no active admission for this target. The path to Production requires",
-            "> active signed admissions for all seven product targets and an active signed,",
-            "> expiring, revocable workflow admission for the exact compiled workflow version.",
-            "> The workflow admission binds the organization and workflow identity; bundle",
-            "> version and digest; admitted runtime release; application and environment; input,",
-            "> action, identity, effect, and policy contracts; evidence authority; and its issue,",
-            "> expiry, and revocation state. Qualification requires at least three trials for",
-            "> each task and condition. A closed result schema must report silent incorrect",
-            "> success and over-halt. Any bound change requires a new qualification.",
-            f"> [Check the live signed Production record]({LIVE_RECORD_URL}).",
+            "Production is per qualified workflow.",
+            "A workflow is Production only with an active signed, expiring, revocable",
+            "admission for that exact compiled version, application, and environment.",
+            f"[Check the live signed Production record]({LIVE_RECORD_URL}).",
             END,
         ]
     )
@@ -508,8 +500,7 @@ def render_block(
         missing = ", ".join(f"`{target}`" for target in missing_targets)
         combined_state = [
             "> This target record does not establish combined-product Production. The combined",
-            "> product is **Not actively admitted** in this snapshot because required target",
-            f"> admissions are missing: {missing}.",
+            f"> product is missing these required target admissions in this snapshot: {missing}.",
         ]
     else:
         combined_state = [

tests/test_readme_maturity.py

@@ -173,16 +173,14 @@ def test_empty_registry_uses_positive_qualification_contract(self) -> None:
         block = MODULE.render_block(projection, {}, now=NOW)
 
         self.assertIn(MODULE.LIVE_RECORD_URL, block)
-        self.assertIn("Current OpenAdapt admission state", block)
-        self.assertIn("Not actively admitted", block)
-        self.assertIn("active signed admissions for all seven product targets", block)
-        self.assertIn("expiring, revocable workflow admission", block)
-        self.assertIn("exact compiled workflow version", block)
-        self.assertIn("at least three trials", block)
-        self.assertIn("each task and condition", block)
-        self.assertIn("closed result schema", block)
-        self.assertIn("silent incorrect", block)
-        self.assertIn("success and over-halt", block)
+        self.assertIn("Production is per qualified workflow", block)
+        self.assertIn("exact compiled version", block)
+        self.assertIn("expiring, revocable", block)
+        self.assertNotIn("Production status", block)
+        self.assertNotIn("No current signed admission", block)
+        self.assertNotIn("seven product targets", block)
+        self.assertNotIn("at least three trials", block)
+        self.assertNotIn("silent incorrect", block)
         self.assertNotIn("Beta", block)
         self.assertNotIn("not Production", block)
 
@@ -196,10 +194,9 @@ def test_an_active_flow_admission_does_not_admit_the_launcher(self) -> None:
         )
 
         self.assertNotIn(flow["admission_id"], block)
-        self.assertIn("Current OpenAdapt admission state", block)
-        self.assertIn("Not actively admitted", block)
-        self.assertIn("active signed admissions for all seven product targets", block)
-        self.assertIn("expiring, revocable workflow admission", block)
+        self.assertIn("Production is per qualified workflow", block)
+        self.assertNotIn("Production status", block)
+        self.assertNotIn("No current signed admission", block)
 
     def test_active_launcher_renders_only_a_durable_registry_record(self) -> None:
         launcher = _admission(target="openadapt", sequence=1)
@@ -214,8 +211,7 @@ def test_active_launcher_renders_only_a_durable_registry_record(self) -> None:
         self.assertIn(launcher["issued_at"], block)
         self.assertIn(launcher["expires_at"], block)
         self.assertIn("historical record", block)
-        self.assertIn("Not actively admitted", block)
-        self.assertIn("admissions are missing", block)
+        self.assertIn("missing these required target admissions", block)
         self.assertIn("`flow`", block)
         self.assertNotIn("OpenAdapt is Production", block)
 
@@ -231,7 +227,7 @@ def test_openadapt_only_admission_does_not_imply_combined_production(self) -> No
 
         self.assertIn("OpenAdapt target admission record", block)
         self.assertIn("does not establish combined-product Production", block)
-        self.assertIn("product is **Not actively admitted**", block)
+        self.assertIn("missing these required target admissions", block)
         for target in MODULE.EXPECTED_TARGETS - {"openadapt"}:
             self.assertIn(f"`{target}`", block)