Hiring on real coding skill, campus signal, and building Tierones — written for Tier-1 students and the startups that hire them.
Only 12% of employees say their employer onboards well, and buddy-paired hires were 36% more satisfied at 90 days. A 30-day plan for a remote intern.
Read more →US employers screening by GPA fell from 73% in 2019 to 42% today, while 70% now hire on skills. Which doors your CGPA actually gates — and which it doesn't.
Read more →66% of developers say their top AI frustration is code that's almost right. Judgment is the job now — and it is testable in six weeks, not six years.
Read more →83% of engineering graduates have no job or internship offer. Campus cells run for pre-final year — here's how a 2nd-year sources one off-campus instead.
Read more →No 1099 for a contractor working entirely in India — but skip the W-8BEN and you owe 24% backup withholding. The practical setup, in plain English.
Read more →Codeforces has 1,692,402 users and averages 11,000 competitors a round. Your rating is real, unfakeable proof — here is exactly how far it carries you.
Read more →38.5% of 19,368 interviews showed AI-cheating signs, rising to 48% in technical roles. How small startups should evaluate engineers when AI writes the code.
Read more →PayPal costs roughly 7–8% on receipts into India against about 2% on Wise. The invoicing, W-8BEN, GST and tax basics for a student paid by a US startup.
Read more →Referred candidates get hired at 34% against 2-5% from job boards. The six channels US startups actually use to reach IIT, NIT and IIIT students.
Read more →23 IITs, 31 NITs, 25 IIITs, one national exam and a counselling system that assigns your branch. A US founder's decoder for Indian engineering resumes.
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