Notes on hiring, security, and how we build Kit.
Hiring your first startup team? Turn broad advice into job-relevant questions, fair work samples and a short evidence record before you make an offer.
Review AI-generated features against the customer problem, scope, complete workflow and ownership before adding more complexity to your startup product.
Check AI benchmark coverage before changing your startup hiring plan. Map real tasks, test missing cases, and record the human work your team still needs.
Deno Deploy shutdown brings two deadlines. Test runtime paths, authentication, storage semantics and rollback before moving your startup's production traffic.
Measure AI agent pilot costs per accepted outcome, including retries, human review and unfinished work. A practical worksheet for startup founders.
Self-hosting transfers operational responsibility. Use this startup staffing checklist to decide what to automate, outsource, upskill, hire, or keep managed.
Learn how fund size, reserves, governance, and milestones should shape a startup hiring plan, with investor questions and a role-by-role worksheet.
The Mechanical Turk shutdown is your deadline to protect sensitive data, classify review work, and build a calibrated human-in-the-loop team.
We probed the 80 newest Launch YC companies: 25% had a careers page at the obvious URL, 11% a security.txt, and 6 of those 9 went to a founder inbox.
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