Why I Stopped Context-Switching and Built My Own AI Stack



This content originally appeared on DEV Community and was authored by Leena Malhotra

I used to think I had a focus problem.

My tabs were always full

My to-do lists never ended

My brain jumped between tasks like a bad Wi-Fi signal

So I downloaded productivity apps.
I tried Pomodoro timers.
I followed the “systems” of people who looked more disciplined than me.

Nothing stuck.

Until I realized the issue wasn’t focus.
It was context-switching—and the scattered tools that caused it.

The problem wasn’t me. It was the friction in my environment.

That’s when I stopped trying to “optimize” my attention…
and started building my own AI stack to protect it.

Context-Switching Is a Developer’s Silent Bottleneck

You don’t notice it right away.

You toggle between IDEs and browser tabs

You paste error messages into different chats or models

You write specs in one tool, execute in another, and reflect nowhere

Each switch seems small.
But over time, the cost compounds:

20 minutes lost reorienting

3 hours of shallow focus

Entire days where you “worked,” but didn’t build

Most productivity advice ignores this.

But builders know: the real leverage is not more effort—it’s less friction.

I Needed a Stack That Thought Like I Do

That’s when I started building an AI stack that mirrored my mental architecture:

Modular

Context-aware

Persistent across domains

Not a set of disconnected tools.
But an integrated thinking system—where code, copy, strategy, and questions lived in one environment.

That’s what Crompt AI became for me.

Let me show you how I rebuilt my workflow—without context-switching.

1. Thinking Space → AI Companion

Every project starts messy.

Fragments of ideas

Error logs from last week

Half-written thoughts from a late night

I used to dump these into Notion or sticky notes.
Now I feed them into AI Companion:

“Here’s what I’m building, here’s what’s unclear. Help me map this.”

The tool holds memory across chats.
It’s like version control for my thoughts.

No need to “get back into context”—it’s already there.

2. Tool Layer → Single Interface for Multi-AI Access

Most devs rotate between ChatGPT, Claude, Gemini, and others.
Each has strengths.

But switching tabs, logging in, and copy-pasting context wastes time.

With Crompt, I can:

Compare outputs from GPT-4o, Claude 3, Mistral, and Gemini—side by side

Ask one question and see multiple model perspectives

Stick with the one that gets me closer to clarity

This replaced my copy-switch-retry loop with confidence in fewer steps.

3. Refactor Layer → Legacy Code, Modern Patterns

One of my biggest wins?

Feeding legacy codebases into Crompt’s environment and using the AI to refactor them without losing intent.

Instead of:

“Rewrite this.”

I ask:

“Preserve this logic, modernize this syntax, and annotate as you go.”

Pair that with the Code Explainer, and I get:

Comments on why decisions were made

Safer refactors based on original purpose

Cleaner handoffs to future teammates

I’m not just moving faster—I’m moving with context integrity.

4. Documentation Without Drag → AI-Powered Drafting

Writing documentation always fell last in my process.

Now I write code and then immediately prompt Content Writer:

“Draft the README based on this logic and comments.”
“Generate a changelog from these updates.”

Then I edit, not start from scratch.

It’s not about outsourcing—it’s about keeping momentum.

When context is fresh, creation flows.
This stack lets me capture that window.

5. Own the Stack, Don’t Get Owned By It

What I built wasn’t another toolset.

It was a thinking environment that adapted to:

How I build

How I switch between writing, coding, and architecting

How I learn from the AI I’m already working with

I stopped jumping between 7 apps and started shipping with one OS for thought.

That’s the part most devs miss.

You don’t need another model.
You need a stack that holds your mind steady.

Focus Isn’t a Trait. It’s an Environment You Design.

If you’re constantly distracted, unfocused, or overwhelmed—
Don’t assume it’s a discipline problem.

Assume it’s a context-switch problem.

Your cognitive load isn’t caused by too much work.
It’s caused by too many places to hold the work.

And that’s what building your own AI stack solves:

Fewer switches

Deeper sessions

Consistency over chaos

I don’t need productivity hacks anymore.

I just need fewer tabs—and one intelligent place to think.

-Leena:)


This content originally appeared on DEV Community and was authored by Leena Malhotra