Blog tagged as ai

AI Didn't Lower the Bar for Code Quality. It Removed Our Excuses.

Before the AI era, functional was often the finish line.

Deadlines were aggressive. Coding was laborious. Sponsors rarely cared whether every HTTP response code was handled or every meaningful event was logged. They cared that the feature worked.

Ship it!

That mindset quietly became the norm. Not becau...

13 Oct 2026 03:07 PM - Comment(s)
RAG vs. Fine-Tuning: Two Ways to Make AI Smarter. Which One Actually Fits Your Problem?

If you've spent any time around AI systems, you've probably run into these two terms being thrown around like they're interchangeable. They're not. They solve different problems, and picking the wrong one can mean months of wasted effort (and a very confused stakeholder asking why the chatbot still ...

31 Jul 2026 10:14 PM - Comment(s)
One Year Living with AI Coding Assistants: The Good, the Bad, and the Ugly

Almost over a year ago, I started using AI coding assistants the way most people do; curious, a little skeptical, and mostly testing whether the hype matched reality.

Twelve months and thousands of prompts later, after using these tools across greenfield development, legacy modernization, transforma...

02 Jul 2026 08:46 PM - Comment(s)
AI Can Code. But Can It Behave? Why ATDD Is the Quality Gate Your Team Is Missing.
We are living through the most dramatic acceleration in software development history. AI pair programmers write code faster than most teams can review it. Pull requests arrive in minutes. Features ship in hours. And yet, bugs that shouldn't exist still reach production. Systems that work perfectly i...
27 Jun 2026 08:59 PM - Comment(s)
Agentic cloud operations: The Way We Run the Cloud Is About to Change, And I Think It's Overdue

For the past decade, cloud operations has largely been about managing scale: more infrastructure, more services, more dashboards, more alerts. We built bigger teams, layered on more tooling, and hired our way through the complexity. It worked; until it didn't.

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20 Mar 2026 02:31 PM - Comment(s)