Code Story: Insights from Startup Tech Leaders

S12 Bonus: Ashwin Agrawal, MobiusEngine

Mar 5, 2026
Ashwin Agrawal, founder of MobiusEngine.ai and former Google Cloud engineer, builds tools to help people move from one role to another using humans plus AI. He tells the creation story sparked by layoffs. He shares customer-led product building, hiring for chemistry, scaling pains, proud client outcomes, and a vision for a seamless hiring marketplace.
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ANECDOTE

Startup Born From A 4:30 A.M. Layoff

  • Ashwin founded MobiusEngine at 4:30 a.m. after receiving a layoff email from Google and immediately began building a transition service for jobseekers.
  • His personal layoff experience in January 2023 drove the mission to help people move from point A to point B faster and more reliably.
INSIGHT

Human Plus Early AI Drove The Initial MVP

  • Ashwin's MVP combined human agentic workflows with early AI rather than betting everything on nascent LLM infrastructure.
  • He focused the MVP on resume-building and job applications to deliver immediate, payable value to customers.
ADVICE

Be Customer Driven And Cash Positive From Day One

  • Do be customer driven and cash positive from day one; build features customers will pay for instead of speculative roadmaps.
  • Ashwin bootstrapped Mobius and prioritized profitability and paying customers over long-term speculative builds.
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