Maham | Software Engineer

[Maham | Software Engineer @codexmaham]

I’ve got 2 free months of LinkedIn Premium to give away from LinkedIn’s referral program.
If you’re job hunting, building your business, or figuring out your next move drop a comment or DM me. Happy to share!
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[Maham | Software Engineer @codexmaham]

I’ve got 2 free months of LinkedIn Premium to give away from LinkedIn’s referral program.
If you’re job hunting, building your business, or figuring out your next move drop a comment or DM me. Happy to share!
#LinkedInPremium #PayItForward

[Maham | Software Engineer @codexmaham]

3 tips to save context space:

1. Vague prompts burn more tokens.

2. Manage MCP servers. They load every tool by default. Turn off what you don’t need. Use Skills instead.

3. Use subagents. They work in their own context & only return summary. Main agent stays clean.

[Maham | Software Engineer @codexmaham]

3 critical lessons from (Agentic Loop):

1. stop_reason matters
end_turn = done | tool_use = run tool | max_tokens = cut off

2. Model has zero memory.
History is everything.
Miss a result → broken agent or infinite loop.

3. Always set max iterations.
Or costs explode.

[Maham | Software Engineer @codexmaham]

Day 1: Agentic AI + orchestration.

Stopped debating “Will AI replace devs?”
Started learning..

Agentic AI ≠ Prompt → Response
It’s: Think → Act → Observe → Decide → Repeat

Biggest lesson:
Building an agent isn’t calling an LLM.
It’s building the loop around it.

[Maham | Software Engineer @codexmaham]

@pcshipp Reasoning quality

[Maham | Software Engineer @codexmaham]

@UiSavior b for sure. Clear and understandable.

[Maham | Software Engineer @codexmaham]

Clients don’t pay for lines of code.
They pay for predictable delivery & zero surprises.

[Maham | Software Engineer @codexmaham]

Frontend debugging trick:
If something looks broken →
Inspect computed styles, not just class names.

[Maham | Software Engineer @codexmaham]

Tailwind mistake:
Using random mt-7, px-11 values.
Design systems break when spacing isn’t intentional.

[Maham | Software Engineer @codexmaham]

If a function does more than one thing →
Split it.

[Maham | Software Engineer @codexmaham]

CSS pro-tip:
Use :where() to group selectors with zero specificity cost.
Cleaner CSS, fewer overrides.

[Maham | Software Engineer @codexmaham]

Anyone can “convert a design.”
A real frontend dev converts it without breaking performance, accessibility, or scalability.

[Maham | Software Engineer @codexmaham]

Use :focus-visible instead of :focus.
Keyboard users get accessibility mouse users don’t get ugly outlines.

[Maham | Software Engineer @codexmaham]

Tailwind truth:
Utility classes don’t make code messy.
Inconsistent spacing does.

[Maham | Software Engineer @codexmaham]

React mistake I see a lot:
Putting heavy logic inside JSX.
Move it out. JSX should stay readable, not smart.

[Maham | Software Engineer @codexmaham]

Frontend performance tip:
Fonts block rendering.
and your page paints faster.

[Maham | Software Engineer @codexmaham]

Memoize expensive components with React.memo.
Not everywhere only where re-renders actually hurt.

[Maham | Software Engineer @codexmaham]

CSS layout rule:
If you’re fighting margins…
You probably chose the wrong layout system.
Flex ≠ Grid. Pick wisely.