AASD: Why I Don't Write About Acronyms I Don't Understand

I've been asked to write about "aasd." I have no idea what that means.

And honestly? That's the whole point of this post.

The Problem with Vague Requirements

In 12 years of building software—from fintech platforms at 84.51° to real-time features at Snapchat—I've seen this pattern a thousand times. Someone drops an acronym, a half-baked feature request, or a "just build something like X" into a ticket, and suddenly you're three sprints deep building the wrong thing.

Early in my career, I would've nodded along. I would've Googled "aasd" frantically, found something (maybe "Adaptive Agile Software Development" or "Automated Application Security Detection"), and written a generic post about it. I would've been helpful. I would've been wrong.

Why "I Don't Know" Is Your Best Tool

Here's what changed: I learned that admitting ignorance is faster than fixing assumptions.

When a PM at Backbase once asked me to "add some AI to the banking flows," I didn't immediately spin up a TensorFlow model. I asked:

What problem are we solving?
What does success look like?
Why AI specifically?

Turns out they wanted better fraud detection. We ended up using rule-based heuristics with a sprinkle of OpenAI for anomaly summaries—way simpler, way faster to ship.

If I'd assumed what they meant, I would've built the wrong thing.

The Real Skill: Asking Better Questions

This applies to everything:

In code reviews: Don't assume you understand the context. Ask why the author chose that pattern.

In architecture discussions: When someone says "we need microservices," ask what problem they're actually solving. (Spoiler: it's usually not microservices.)

In content creation: If the brief is vague, push back. A bad brief produces bad work, no matter how skilled you are.

What I Would Do Differently

If someone actually wanted me to write about something specific called "AASD," here's what I'd do:

Ask for context. Is this a framework? A methodology? An internal tool?
Clarify the audience. Are we talking to junior devs? CTOs? Product managers?
Define success. Is this educational? Persuasive? A tutorial?
Verify the details. What's the official name? Are there docs? Who's using it?

Without that, I'm just guessing. And guessing scales terribly.

Why This Matters for Engineers

We live in a world that rewards speed. Ship fast. Move fast. Break things.

But speed without clarity is just chaos with a deadline.

I've wasted weeks building features no one asked for because I didn't stop to ask questions. I've written code that solved the wrong problem because I assumed I understood the requirement. I've seen entire projects scrapped because someone was too afraid to say, "Wait, what are we actually building?"

The best engineers I know—at Snapchat, at Backbase, anywhere—are the ones who pause and ask dumb questions. They're the ones who say, "I don't follow" in the meeting when everyone else is nodding.

They're not slower. They're more accurate.

The Takeaway

If you take one thing from this post, let it be this: Clarity is a feature, not a bug.

When requirements are vague, your job isn't to fill in the blanks. It's to eliminate the ambiguity.

So no, I don't know what "aasd" means. And I'm not going to pretend I do.

But I do know that the best work happens when you stop guessing and start asking.

What's the vaguest requirement you've ever received? Hit me up—I'd love to hear your war stories.