Digital transformation has evolved from a trend to a necessity for businesses of all sizes in 2025. As organizations seek to remain competitive, meet rising customer expectations, and adapt to rapid technological change, artificial intelligence (AI) stands out as a critical driver. However, the journey to meaningful and sustainable digital progress is complex — and this is where expert AI consulting becomes indispensable.

Websites don’t age gracefully. Left unattended, they inevitably fall behind the latest best practices and technologies. We especially see the impact on sites built with WordPress.

Mature organizations use career ladders to assess whether an employee is exceeding their job expectations and ready for promotion. These ladders typically encompass several areas of skills and provide a precise indication of whether someone is close to being promoted or if they should focus on improving in certain areas.

In today’s fast-moving market, businesses are constantly seeking ways to improve efficiency, reduce costs, and deliver better services. One of the most promising approaches to achieving these goals is through the use of artificial intelligence (AI) in automation.

I keep several claude code windows open, each on its own git-worktree. o3 and sonnet 4 create plans, sonnet 3.7 or sonnet 4 execute the plan, and o3 checks the results against the original ask. Any issues found are fed back into the plan template and the code is regenerated. The factory improves itself.

I’ve been at Lovable for five weeks and yeah… I’m not in Kansas anymore. This company operates on a completely different level – and as someone who’s spent my entire career in traditional tech, I’m seeing a very different pattern here that’s worth sharing.

So a big theme of this conversation is how to identify the right opportunities to design AI into a product that’s already working. Ioana shares a bunch of stories and lessons learned from her time at Miro as well as a refreshing perspective on AI and design as whole that i think will resonate with a lot of you.

With that in mind, we’re focused on increasing the number of designers who receive leads and the number of leads each designer receives, with work underway to improve every facet of the conversion funnel.

In this process we never think to ask if abdicating our creative judgment almost completely to the Large Language Model gods is a good idea. It’s like we’re a tribe of primitive Luddites offering up our drudgery in return for a magical oracle that only rewards the loudest acolytes.

In the spirit of 12 Factor Apps. The source for this project is public at https://github.com/humanlayer/12-factor-agents, and I welcome your feedback and contributions. Let’s figure this out together!