What rollback and comms plan should we prepare in case the FluxCD roll-out causes performance regressions?

Rollback plan
The most effective rollback for a Dependabot-induced performance issue is to pause the service, not revert the codebase. This immediately stops new update PRs and prevents further performance impact while you investigate.

• Phase 1: Detection and immediate action
• Phase 2: Containment and analysis
• Phase 3: Relaunch

Communications plan
Transparent, clear communication is essential during a performance regression. It reduces developer anxiety and maintains confidence in the automated system.

To restrict Agentforce features to a pilot group, you need to use a combination of feature flags and policy controls, typically through Role-Based Access Control (RBAC). Feature flags separate the deployment of the code from its release, while RBAC ensures that only the designated pilot group has the permissions required to see and use the new features.

• Step 1: Implement feature flags

Wrap the new Agentforce features in your code with feature flags. This is a standard practice for decoupling code deployment from feature release, allowing you to hide unfinished or experimental features in production.

• Step 2: Establish a pilot group with policy controls (RBAC)

Policy controls, particularly RBAC, govern who has access to features. You will need to create a new role or permission set specifically for the pilot group and configure your system to grant them access to the feature flags.

• Step 3: Combine feature flags and policy controls

For a seamless and secure rollout, your system needs to evaluate both the feature flag state and the user's permissions.

To prove the Tilda update improved team productivity without increasing risk, you need to track and balance two sets of Key Performance Indicators (KPIs): productivity metrics (related to delivery speed and efficiency) and risk metrics (related to quality and reliability). Evaluating them in combination provides a holistic view of the update's true impact.

As a general best practice, you should avoid enabling new Dependabot features during any planned or recurring change-freeze windows for your organization. These periods are designed to minimize risk and maintain system stability during times when IT support is limited or business operations are critical.

In case the Rise Calendar rollout causes performance regressions, your rollback and communications plan should be proactive, with clear triggers, defined roles, and tiered messaging. This approach minimizes impact by addressing issues with specific user groups or the entire system, depending on the severity.