>>> [!note] Migrated issue <!-- Drupal.org comment --> <!-- Migrated from issue #3576100. --> Reported by: [kristen pol](https://www.drupal.org/user/8389) >>> <p>[Tracker]<br> <strong>Update Summary: </strong>[One-line status update for stakeholders]<br> <strong>Check-in Date: </strong>MM/DD/YYYY<br> <strong>Blocked by: </strong>[#XXXXXX] (New issues on new lines)<br> <strong>Additional Collaborators: </strong> @username1, @username2<br> <em>Metadata is used by the <a href="https://www.drupalstarforge.ai/" title="AI Tracker">AI Tracker.</a> Docs and additional fields <a href="https://www.drupalstarforge.ai/ai-dashboard/docs" title="AI Issue Tracker Documentation">here</a>.</em><br> [/Tracker]</p> <h3 id="summary-problem-motivation">Problem/Motivation</h3> <p>Follow-up to:</p> <p><span class="drupalorg-gitlab-issue-link project-issue-status-info project-issue-status-7"><a href="https://www.drupal.org/project/ai_context/issues/3573713" title="Status: Closed (fixed)">#3573713: Full architecture review of CCC in prep for 1.0</a></span></p> <p>The decision log questions to discuss further from the audit:</p> <p><strong>Decision log questions to avoid rework</strong></p> <ol> <li>Expected scale: how many items and selection QPS?</li> <li>Who can mark items global (admins only?) and should this be audited?</li> <li>LLM strategy: synchronous or async ranking; caching/TTL and budget?</li> <li>Retention for usage records: keep full audit or prune aggressively?</li> <li>Should parent/subcontext constraints be enforced at entity/persistence layer?</li> <li>What is the testing strategy for programmatic API consumers? , If external modules or integrations call GetAiRelevantContext or AiContextSelector::select() directly, how will backward compatibility be maintained through these refactors given the lack of interface contracts?</li> </ol> <h3 id="summary-proposed-resolution">Proposed resolution</h3> <p>Discuss questions, make decisions, and create follow-up issues.</p> <h3 id="summary-remaining-tasks">Target date or deadline</h3> <p>April 2026</p> <h3 id="summary-remaining-tasks">Remaining tasks</h3> <ul> <li>Discuss questions and make decisions</li> <li>Create follow-up issues as needed</li> </ul> <h3 id="summary-ai-usage">AI usage (if applicable)</h3> <p>[x] AI Assisted Issue<br> This issue was generated with AI assistance, but was reviewed and refined by the creator.</p> <p>[ ] AI Assisted Code<br> This code was mainly generated by a human, with AI autocompleting or parts AI generated, but under full human supervision.</p> <p>[ ] AI Generated Code<br> This code was mainly generated by an AI with human guidance, and reviewed, tested, and refined by a human.</p> <p>[ ] Vibe Coded<br> This code was generated by an AI and has only been functionally tested.</p> > Related issue: [Issue #3573713](https://www.drupal.org/node/3573713)