Here are my tips and tricks, highlighting those that can 2x productivity and lead you toward 10x productivity and beyond. I hope you'll scan or read this list, take something away, and keep up with our fast-moving times.

Below is a summary of the key tips that can help you reach 10x productivity

• Harnesses: Use a desktop harness with an integrated browser so you can see what the AI sees and thinks.
• Agent Skills: Capture any repeatable task or process in a skill, and have the agent refine it after each session.
• Plans: Default to plan mode so you can review what the agent will do before it changes code and eats tokens.
• CLI/Scripts: Have agents create and maintain custom CLI scripts, like a DDEV command that installs Drupal with the recipes you need.
• Worktrees: Combine Git worktrees with DDEV to run multiple agents on multiple tasks in the same project.
• Contribution: Use the Drupal.org CLI so an agent can create an issue, fork, and MR in minutes.
• Drush: Have agents write custom Drush commands that expose the data and operations they keep needing.
• Ask: Ask the AI to explain what it did and why, and use it as a learning tool before it does things for you.

What are your tricks and tips for using AI in Drupal development?

Here are my tips and tricks, highlighting those that can 2x productivity and lead you toward 10x productivity and beyond. I hope you'll scan or read this list, take something away, and keep up with our fast-moving times.

Below is a summary of the key tips that can help you reach 10x productivity

• Harnesses: Use a desktop harness with an integrated browser so you can see what the AI sees and thinks.
• Agent Skills: Capture any repeatable task or process in a skill, and have the agent refine it after each session.
• Plans: Default to plan mode so you can review what the agent will do before it changes code and eats tokens.
• CLI/Scripts: Have agents create and maintain custom CLI scripts, like a DDEV command that installs Drupal with the recipes you need.
• Worktrees: Combine Git worktrees with DDEV to run multiple agents on multiple tasks in the same project.
• Contribution: Use the Drupal.org CLI so an agent can create an issue, fork, and MR in minutes.
• Drush: Have agents write custom Drush commands that expose the data and operations they keep needing.
• Ask: Ask the AI to explain what it did and why, and use it as a learning tool before it does things for you.

What are your tricks and tips for using AI in Drupal development?

Drupal Association Interim CEO Tiffany Farriss on how AI is making vulnerabilities cheap to find, and what the Drupal community is doing to keep fixing them safely.

In this episode:
• Why AI-assisted analysis is “an everyone problem” for open source security
• What five months of Alpha-Omega funded SEIR work has meant for the Drupal Security Team and its volunteers
• How site owners, hosts, and organizations can help, starting with Drupal Steward coverage

Read the full transcript: https://www.drupal.org/association/blog/in-the-open-security-in-the-age-of-ai

In the Open with Tiffany Farriss is a weekly series from the Drupal Association, the non-profit that maintains Drupal.org, coordinates Drupal security, and supports the global Drupal community. New episodes every week. Subscribe to follow along.

Produced with thanks to Stephen Cross of Second Signal Media.

Drupal Association Interim CEO Tiffany Farriss on how AI is making vulnerabilities cheap to find, and what the Drupal community is doing to keep fixing them safely.

In this episode:
• Why AI-assisted analysis is “an everyone problem” for open source security
• What five months of Alpha-Omega funded SEIR work has meant for the Drupal Security Team and its volunteers
• How site owners, hosts, and organizations can help, starting with Drupal Steward coverage

Read the full transcript: https://www.drupal.org/association/blog/in-the-open-security-in-the-age-of-ai

In the Open with Tiffany Farriss is a weekly series from the Drupal Association, the non-profit that maintains Drupal.org, coordinates Drupal security, and supports the global Drupal community. New episodes every week. Subscribe to follow along.

Produced with thanks to Stephen Cross of Second Signal Media.