Build it the way OpenAI, Replit, and Cursor do.
At Aguru, I shipped the durable execution engine in 4 weeks, after two failed attempts over 9 months. It now runs AutoCert in production — a highly sophisticated, long-running, customer-facing AI workflow that executes end-to-end for weeks, unattended.
Same playbook for your SaaS: the AI durable execution layer (Temporal for unmatched reliability, Kubernetes for unmatched scalability from day one) in your stack, with the first customer-facing AI workflow shipped on it — reliably, end-to-end. Your product does the work, your customers get the outcome. Your team ships every workflow after that, without me.
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[Ahmed] picked up the challenge of integrating durable execution into our platform: a technically challenging distributed systems problem that had defeated others. He worked long hours to get it implemented within a challenging deadline, setting the direction and providing technical leadership.
— Mathew Lodge, CPO at Aguru · ex-CEO Diffblue
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- Email: me@ahmedghait.com
- Website: ahmedghait.com
- LinkedIn: linkedin.com/in/neuodev





