A study of 484 Microsoft developers found coding at 11% of the actual workweek. Here's what a Codeforces rating does and doesn't tell a startup founder.
Researchers found 6 million suspected fake stars across 18,617 repos. Here's what a student should build instead — and why one real user beats five tutorial repos.
Gem's data on 165M applications shows interviews per hire up 33% since 2021. A startup under 25 people burns 21 interviewer hours on one technical hire.
CoderPad's 2026 survey of ~650 people found 66% of hiring leaders look for candidates who catch and fix AI mistakes. Here is how to build that into proof.
Research on 4,492 managers found 62% of rating variance came from the rater and 21% from actual performance. Here is how to run the end-of-internship call.
India's own government internship pays a minimum of ₹9,000 a month. The average US intern earns $23.35 an hour. Here is how to read a stipend offer properly.
Indian placement cells run one cycle a year, for the graduating batch, with a one-offer rule. Here is why US startups hire off-campus, and how to do it.