Analyze CCC features and roadmap against context engineering best practices
>>> [!note] Migrated issue
<!-- Drupal.org comment -->
<!-- Migrated from issue #3582504. -->
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>We have done a lot of roadmap planning and brainstorming and have analyzed which ideas still need issues:</p>
<p><span class="drupalorg-gitlab-issue-link project-issue-status-info project-issue-status-8"><a href="https://www.drupal.org/project/ai_context/issues/3582494" title="Status: Needs review">#3582494: Analyze CCC roadmap notes against issue queue</a></span></p>
<p>We also need to look at the wider field of context engineering for best practices that we might be missing.</p>
<h3 id="summary-proposed-resolution">Proposed resolution</h3>
<p>Use AI to review the latest context engineering best practices and compare against our code base and our roadmap to see what's missing and we can discuss which items, if any, should be folded into the roadmap.</p>
<h3 id="summary-remaining-tasks">Target date or deadline</h3>
<p>March 2026</p>
<h3 id="summary-remaining-tasks">Remaining tasks</h3>
<ul>
<li>Point Opus 4.6 codebase and analysis from <span class="drupalorg-gitlab-issue-link project-issue-status-info project-issue-status-8"><a href="https://www.drupal.org/project/ai_context/issues/3582494" title="Status: Needs review">#3582494: Analyze CCC roadmap notes against issue queue</a></span></li>
<li>Guide the analysis</li>
<li>Provide the findings</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>
issue