notes from the cohort
Honest writing about learning to ship.
The way the cohort runs in our Vizag campus, what students wrestle with, why our positions are what they are. No marketing fluff — everything here links back to the on-site page that does the heavy lifting.
Notes archive
AI workflow
Why we teach fundamentals before AI — and why most schools get this wrong
Schools that sell "no need to learn syntax, AI does it for you" produce fragile engineers. We do the opposite, and the numbers behind why.
08 May 2026 · 7 min
AI workflow
Claude vs Codex vs Gemini — and why we teach all three
One pluggable adapter, three providers, zero vendor lock-in. The exact split of which CLI we use for what task, and why.
28 Apr 2026 · 6 min
Student outcomes
ECE / EEE / Mechanical → working developer — the path
Our specialty is students from non-IT backgrounds. Here's the honest breakdown of what changes (a lot) and what stays the same (more than you'd think).
20 Apr 2026 · 8 min
Career + money
What capstone project should you build? An honest checklist
We've reviewed hundreds of capstones. The ones that landed jobs share five traits — none of which is "used the trendiest framework".
12 Apr 2026 · 7 min
Career + money
Why we don't offer EMI — and what we do instead
Every other ed-tech school in India routes you to GrayQuest or Propelld. We don't. Here's the math on why our in-house 3-term plan is better for you.
02 Apr 2026 · 5 min
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