@@ -3648,11 +3648,11 @@ Activate the application virtual environment, then install one exact release:
36483648
36493649```bash
36503650python -m pip install --upgrade --pre \
3651- "actionrail[agents]==0.1.0b8 " \
3652- "actionrail-console==0.1.0b8 "
3651+ "actionrail[agents]==0.1.0b9 " \
3652+ "actionrail-console==0.1.0b9 "
36533653```
36543654
3655- Replace `0.1.0b8 ` with the target version. If you install from locally shared
3655+ Replace `0.1.0b9 ` with the target version. If you install from locally shared
36563656wheels instead, install the SDK and Console wheels produced by the same build.
36573657
36583658Start the Console before the agent workloads:
@@ -3736,11 +3736,11 @@ separately versioned public API. Install the two packages from the same release:
37363736
37373737```bash
37383738python -m pip install --upgrade --pre \
3739- "actionrail[agents]==0.1.0b8 " \
3740- "actionrail-console==0.1.0b8 "
3739+ "actionrail[agents]==0.1.0b9 " \
3740+ "actionrail-console==0.1.0b9 "
37413741```
37423742
3743- Replace `0.1.0b8 ` with the release you intend to deploy. The release workflow
3743+ Replace `0.1.0b9 ` with the release you intend to deploy. The release workflow
37443744refuses to publish when the package versions differ, but Python package managers
37453745cannot prevent someone from manually combining artifacts from two releases.
37463746
@@ -4468,6 +4468,27 @@ verify the [compatibility policy](https://actionrail.ai/docs/reference/compatibi
44684468
44694469No changes yet.
44704470
4471+ ### 0.1.0b9 — operator confidence
4472+
4473+ Released July 21, 2026.
4474+
4475+ - Adds an opt-in live-model poisoning quickstart while retaining the fully
4476+ deterministic replay for CI and first runs.
4477+ - Separates manual Python and LangGraph onboarding, teaches Actions in the empty
4478+ state, and makes agent identifiers directly copyable.
4479+ - Clarifies neutral metrics, Enforce and Monitor modes, validation errors,
4480+ saved state, runtime endpoint configuration, and anonymous telemetry status.
4481+ - Makes Console refresh visibility-aware and resilient to outages with bounded
4482+ exponential backoff.
4483+ - Adds WCAG A/AA accessibility scans, keyboard interaction coverage, and
4484+ light/dark visual regression gates for primary Console workflows.
4485+
4486+ ```bash
4487+ python -m pip install --pre \
4488+ "actionrail[agents]==0.1.0b9" \
4489+ "actionrail-console==0.1.0b9"
4490+ ```
4491+
44714492### 0.1.0b8 — executable action contracts
44724493
44734494Released July 20, 2026.
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