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# Approvals, Chaos Mode, and Audit Integrity

> Review approvals, test recovery with Chaos Mode, attach integrations to tasks, and verify audit-log integrity.

## What's New

### Approvals in the Dashboard

Human-in-the-loop approvals now have a home in the dashboard. A new Approvals tab surfaces every pending request across your agents, so a reviewer can see what a tool is about to do and approve or reject it. An approved API run resumes when the client calls the resume endpoint. The record captures who decided what, with recognized secrets redacted from its argument preview. See [Approvals](/docs/production/approvals).

### Chaos Mode

Test how your agents recover from failure before it happens in production. Chaos Mode injects bounded, deterministic tool and model faults into a single run, so you can confirm that fallbacks and retries behave as expected. Each run records exactly which faults were applied for later inspection. See [Chaos testing](/docs/production/chaos-testing).

### Integrations on Tasks

Integration tools can now attach directly to a Task, without wrapping it in an agent. A single task can call a connected service as part of its run, making lightweight automations simpler to build.

### Tamper-Evident Audit Logs

Audit logs now carry cryptographic integrity. Entries are chained so the log can be verified as unaltered, giving you a defensible, tamper-evident record for compliance. See [Observability and audit](/docs/production/observability).

## Improvements

* Task tools attached to an agent can follow the task's active revision, so improving a task rolls out to every agent that uses it. See [Versioning and revisions](/docs/production/revisions)
* Richer Slack responses with formatted text, tables, facts, and sources, plus live progress while the agent works
* Gemini context caching lowers the cost of runs that reuse the same context
* Agent Observe adds server-side run-history filters and surfaces primary-model and integration failures with specific reasons
* Tags can now carry a description and be updated in place

> **Note**
>
> Chaos Mode pairs with fallback models: inject a provider outage and watch the run fail over to your backup model, with the fallback recorded in the run's telemetry.

## Current documentation

[Approvals](/docs/production/approvals) · [Chaos testing](/docs/production/chaos-testing) · [Connections](/docs/concepts/connections) · [Observability](/docs/production/observability)