fidzu : cms

Today we are talking about AI, Agents, and A System to manage them with guest Luke McCormick. We'll also cover AI Auto-reference as our module of the week.

For show notes visit: https://www.talkingDrupal.com/558

Topics

• Introducing Agent Management
• Origin Story Claude Credits
• Scrum Meets AI Retention
• Handoff Protocol Filesystem
• Why Handoffs Work So Well
• Examples and Human Loop
• Agent Roles and Model Costs
• Choosing Models by Task
• Not Drupal Specific
• Works With Any Model
• Scrum Sprints For Agents
• Human Cognitive Overload
• Tuning Autonomy Levels
• Setup And Handoff File
• Updating Customized AMS
• Persistent Memory Artifacts
• Demand Better Summaries
• Solo Power With Agents
• Roadmap And AMS Trio

Resources

• Stanford Web Camp - Agile for Agents - Managing Robots The Way We Manage Humans.
• AMS
• Robert Douglas spec kitty
• xdebug tui
• ams-trio

Guests

Luke McCormick - cellear

Hosts

Nic Laflin - nLighteneddevelopment.com nicxvan John Picozzi - epam.com johnpicozzi

MOTW Correspondent

Martin Anderson-Clutz - mandclu.com mandclu

• Brief description:
  • Have you ever wanted to use AI to suggest related content on your Drupal site? There's a module for that.
• Module name/project name:
  • AI Auto-reference
• Brief history
  • How old: created in June 2023 by Scott Euser (scott_euser) or Soapbox
  • Versions available: 1.0.0-rc4
• Maintainership
  • Actively maintained
  • Security coverage - opted in, needs stable release
  • Test coverage
  • Number of open issues: 4 open issues, 1 of which is a bug
• Usage stats:
  • 19 sites
• Module features and usage
  • AI Auto-reference works with any reference fields, so it could find suitable taxonomy terms, nodes, etc
  • It does that by rendering a specified view mode, so it should with any kind of complex layout approach you may have implemented on your site
  • It will also automatically shorten your content to fit within your AI model's token window, which you can also configure
  • The module extends Drupal's main AI module, which means you can select which model to use, and probably means you can also use guardrails, and all the other powerful features that come with that ecosystem
  • Ai Auto-reference comes with default prompts, but you can also edit those if you really want to make sure you're squeezing out every drop of relevance
  • You can also choose for which fields in each content type you want to generate suggestions, as well as whether you want the suggestions should be automatically applied, or whether you want them manually reviewed
  • As mentioned on the project page, you can already have AI suggest things like tags using the AI module without this project, but this may be a better choice if you want to make sure the recommendations stick to an existing set

22 Jun 2026 6:00pm GMT

Governance, infrastructure funding, and release maintenance define this week's Editor's Pick as the Drupal Association keeps self-nominations open for its 2026 At-Large Board Election and introduces the Drupal Sustaining Members Program. The updates connect elected representation, recurring support for shared project infrastructure, security remediation, and final testing for Drupal 11.4.0-rc2.

The election will fill one community-elected seat on the Drupal Association Board. The seat opens as Alejandro Moreno completes their 2024-2026 term. Candidates must self-nominate, and nominations close on 30 June 2026 at 23:59 UTC.

Candidates will be announced on 7 July 2026. The Get to Know the Candidates period runs from 7 July to 21 July 2026, followed by voting from 22 July 2026 at 00:00 UTC to 14 August 2026 at 23:59 UTC. The new board member will be announced on 26 August 2026.

Voting eligibility depends on individual Drupal Association membership. Members must have an active membership by 21 July 2026 at 00:00 UTC, at least 24 hours before voting opens. The schedule gives prospective candidates and voters clear deadlines for participation before the election enters its voting phase.

The Drupal Sustaining Members Program creates a recurring funding path for organisations that depend on Drupal. The association says contributions support Drupal.org, code repositories, software packaging and distribution, the Composer package endpoint, issue tracking, contribution workflows, continuous integration and testing, Automated Updates, Project Browser infrastructure, and security response systems. The programme frames shared infrastructure as an operational responsibility rather than an incidental benefit of open-source use.

The programme follows Acquia's Fair Trade Initiative, which directs 2% of eligible Acquia partner Drupal deals to the Drupal Association. Together, the two efforts point to a more predictable funding model for infrastructure used across the Drupal ecosystem.

Maintainers should also review Drupal security advisories published on 17 June 2026. The Drupal core advisories cover improper validation, server-side request forgery, cache poisoning and open redirect, a gadget chain, and PHP object injection. Contributed project advisories were also published for Plotly.js Graphing, Flag attendance field, and Formatter Field.

Drupal 11.4.0-rc2 is available for final testing ahead of the Drupal 11.4.0 stable release window. Release candidates are not supported for production sites, but they allow developers, maintainers, translators, and site builders to test compatibility before the stable release. Sites using Media oEmbed URL discovery may also need to review media_oembed_discovery_trusted_host_patterns in settings.php.

Drupal 11.4.x will receive security support until June 2027. Drupal 11.3.x will continue to receive security support until December 2026. Those support windows give site owners a near-term basis for upgrade and maintenance planning.

The DropTimes also held its June Open Townhall as part of its monthly community coordination format. The session covered editorial updates, contributor coordination, community feedback, and coverage planning. It reflects TDT's continuing effort to align editorial priorities with Drupal community activity and reader input.

Upcoming Drupal events include DrupalCamp Tokyo 2026 on 27 June 2026 in Tokyo, DrupalCamp Kortrijk 2026 from 29 June to 30 June 2026 in Kortrijk, Drupal Camp Asheville 2026 from 10 July to 12 July 2026 in Asheville, and Decoupled Days 2026 from 6 August to 7 August 2026 in Montréal.

The week's updates place governance, funding, security, release readiness, editorial coordination, and community participation in the same frame. Community members considering board service can review the election process before nominations close. Organisations that rely on Drupal can assess whether recurring infrastructure support fits their open source contribution model.

Additional developments from across the Drupal ecosystem were published during the week. Readers can follow The Drop Times on LinkedIn, Twitter, Bluesky, and Facebook for ongoing updates. The publication is also active on Drupal Slack in the #thedroptimes channel.

Allen Jason
Junior sub-editor
The Drop Times

22 Jun 2026 4:39pm GMT

Provider costs, agent behaviour and multilingual support are becoming practical governance questions for Drupal sites adopting AI workflows. In written responses facilitated by the DrupalCamp Tokyo 2026 organisers, James Abrahams told The DropTimes that Drupal AI is relying on pluggable governance, Drupal CMS-aligned work, outside-in agent workflows and collaboration with Symfony AI. His answers frame Drupal's AI direction around maintainability, structured site building and multilingual production readiness rather than isolated feature development.

22 Jun 2026 4:09pm GMT