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Manish (VP of Engineering @ Cisco) watched AI write perfect code that created a disaster. When his team asked AI to add traceability, it invented a brand new framework instead of using the one they already had. Multiply that across 1,100 engineers, and suddenly you have dozens of competing implemen…
Rachit Lohani (fmr. CTO @ Paylocity) has seen the same pattern everywhere: engineering leaders getting hammered with "Why aren't we more productive with AI?" Teams are using AI. They're writing more code. But nobody can answer whether it actually matters. For his one idea, Rachit breaks down why …
Mohit Aron has built 2 companies to $10B+ (Nutanix & Cohesity) by telling his engineers to ignore "minimum viable product" and build what customers actually love. He says you can NOT build a billion-dollar business by using the same strategy as everybody else — like giving points to engineers f…

The Bottleneck Test

Vinay Perneti, VP of Engineering at Augment, learned the hard way that being the go-to problem solver was actually "diminishing the intelligence" of his team.  Years ago at Pure Storage, his manager's brutal feedback forced him to develop the "Bottleneck Test": a framework he uses to scale teams a…
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