Insights, page 5 of 8

More on AI, automation & engineering.

Keep reading, practical thinking on adopting AI, building reliable systems and leading engineering well.

46% of Your Code Is Now AI-Generated: What That Means for Quality

Close to half the code in active files is now AI-generated, which changes what protecting quality actually requires of you.

7 min read

Most operational pain is really a missing integration, and here is how to connect your systems and scale without adding headcount.

6 min read

Stop hunting for the one best model. Pick the right one per task, and build so switching costs you nothing.

6 min read

AI writes more of your code and connects to more tools than ever, and both are a supply chain you need to secure.

7 min read

Retrieval, fine-tuning and long context are not rivals; they solve different problems, and the best systems use all three.

8 min read

The word 'app' hides four very different things, and building the wrong one is a slow, painful way to learn the difference.

7 min read

How professional services firms reclaim the hours lost to paperwork without ever putting accuracy at risk.

6 min read

The pros don't pick one AI video model. Here's which to use for ads, hero shots, control and sheer volume.

6 min read

When two models went dark overnight, the lesson was not about one provider, it was about how resiliently you build.

7 min read

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