Question 1

Is a daily streak worth preserving?

Accepted Answer

For the habit, yes — but treat it as a cue, not proof. Hit the day, then move to real practice once the basics are automatic.

Question 2

Overlaps with a notes app?

Accepted Answer

Notes apps hold polished documents; Miro holds live, collaborative thinking. Use both — reasoning in Miro, archives in Notion.

Question 3

When should I write the summary?

Accepted Answer

The same day, right after class. The el-box timing matters more than the wording — immediate synthesis locks the memory.

Question 4

Is a certificate stack cheaper than a degree?

Accepted Answer

Almost always by money and time. It buys the same doors only where the field checks skills over credentials.

Question 5

Do I need a university CS degree?

Accepted Answer

For most web and automation roles, no — proof (projects, clients, certificates) does the talking. Regulated niches still want papers.

Question 6

Is it cheating to use an AI tutor?

Accepted Answer

It's cheating if it does the homework; it's learning if it teaches. The line is who produces the final answer you submit.

Question 7

How many practice papers should I do?

Accepted Answer

Three to five timed runs against your syllabus, then targeted weak-spot drills. Quantity of practice beats quantity of topics.

Question 8

When is the best time for a micro-session?

Accepted Answer

Tied to an existing routine — morning tea, transit stop, before sleep. The anchor beats the motivation.

Question 9

What breaks a study schedule fastest?

Accepted Answer

Zero buffers and subject monotony. Both are design flaws in the plan, fixable before Monday arrives.

Question 10

How much do agents speed up development?

Accepted Answer

Production reports vary wildly, but the reliable gains are in boilerplate, refactors, and grunt code — not in unsupervised architecture.

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