I searched this report for "test". Result: none found.

> what if a small team of public servants, equipped with modern AI development tools, built the replacement systems themselves?

Next: bridges and brain surgery.

Thankfully they added that horrible AIslop image right in the beginning of the article, so I knew instantly to not trust the author on anything.

Writing quality was distracting. Very breathey. Hard to understand if I was getting important information or not -- but it's ok, some people will defend this style.

Great idea, and hopefully great results. But it’s written like LinkedIn “broetry” and that AI image at the top promises a fluffy article. Maybe expand a bit on some of the impressive tech described in the body?

> They understand the business processes they’re digitizing.

I feel this has more importance than they think. Outside consultants would not have had this domain knowledge and would have spent months learning it. And then would have had to fix their mistakes because they misunderstood something (billed to the province, naturally)

This is really awesome work. Solving these legacy IT problems in government is under appreciated. Love that you all were able to accomplish this.

Super disappointed to see most of the comments just complaining about AI and not engaging with the contents of the article.

AI seems somewhat orthogonal. It may have sped up the timeline, but the people using it need to be competent in the first place.

"On the client side, this project would not have been possible without the exceptional support of Deputy Minister Mark Kleefeld and his team at the Ministry of Infrastructure. From the very beginning, Infrastructure’s leadership understood what we were trying to accomplish and backed it fully. That kind of top-down support from the client ministry is rare, and it made all the difference."

That's kind of amazing. Alberta has a conservative govt so I am surprised "in-house" got the pass over "outside company". It is good to see fiscal conservatism over 'govt-bad' conservatism. Hats off to the deputy minister et al. for approving this.

Using Google Gemini to generate requirements/spec document from video is amazing. I wonder what the prompt looked like and if there was custom support to help process the videos.

I'm using AI every day (and it's not really about AI), but:

Anyone else closed the article immediately after seeing the low-taste, sloppy image at the top?

How do you call this aesthetic? "Futuristic vomit"? AKA "Generate image of: code blocks, AI-brain image, diagram, smiling guy and bunch of other crap. Make it look cool and futuristic, make no mistakes"?

> where we identify public servants with strong technical aptitude across government, bring them into dedicated product teams

> The team’s approach was straightforward. Build working software fast. Put it in front of real users early. Collect feedback. Fix things quickly. Release updates every two weeks.

> That’s a 95% cost reduction. Both systems instead of one. Delivered faster. With 643 users already on the platform

This is a proven solution. These parts, the non-AI management ones, are proven to work in all sorts of places. Gov.uk is another example.

However, there's one massive problem with this: it doesn't involve the free market and it doesn't make any money for corporations to feed back to politicians in campaign donation kickbacks. It even involves respecting civil servants - maybe even paying them market wages! These parts are so heretical that most governments would choose the solution that 10X more expensive and also doesn't work, every single time.