Engineering · AI · Startups

Insights from the Panicle Tech team

Deep-dives into engineering decisions, startup lessons learned the hard way, and updates on what we're building.

How to Hire a CTO for Your Startup (From Someone Who Has Been Hired as One Six Times)

How to Hire a CTO for Your Startup (From Someone Who Has Been Hired as One Six Times)

Hiring a CTO is the most expensive hire most founders ever make, and most of them make it in the wrong shape at the wrong time. Here is the whole process: decid...

Kunal Vohra·Sep 24, 2026·12 Min Read·startup, career, leadership, entrepreneurship
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Technical Co-Founder Equity Splits: What's Fair in 2026

Technical Co-Founder Equity Splits: What's Fair in 2026

If a technical co-founder is building the entire product and you are pre-revenue, the defensible range is 40 to 50 percent of the founder pool. Here is what act...

Kunal Vohra·Sep 22, 2026·10 Min Read·startup, career, leadership, entrepreneurship
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Fractional CTO vs Full-Time CTO: Which One Your Startup Actually Needs

Fractional CTO vs Full-Time CTO: Which One Your Startup Actually Needs

A fractional CTO gives you the same seniority for two or three days a week, no equity, and an exit. A full-time CTO gives you forty hours and total ownership, a...

Kunal Vohra·Sep 22, 2026·9 Min Read·startup, career, leadership, entrepreneurship
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Jev and System One Models: What TypeSafe Built, and How It Differs From an LLM

Jev and System One Models: What TypeSafe Built, and How It Differs From an LLM

Five days ago a $40M startup launched a frontier model that cannot write a single word. Jev takes your program state and returns typed decisions with probabilit...

Kunal Vohra·Sep 20, 2026·14 Min Read·ai, news, discuss, startup
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What Is a Fractional AI Officer? (And Do You Need One Instead of a CTO)

What Is a Fractional AI Officer? (And Do You Need One Instead of a CTO)

A fractional AI officer owns your model strategy, your inference economics, and your AI security posture, part-time. A fractional CTO owns your whole engineerin...

Kunal Vohra·Sep 17, 2026·7 Min Read·startup, career, leadership, entrepreneurship
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iPhone 18 Pro, iPhone Duo, and the AI Problem Apple Still Hasn't Solved

iPhone 18 Pro, iPhone Duo, and the AI Problem Apple Still Hasn't Solved

Apple just shipped its best chip, its first foldable, and a Siri that arrived two years late running on Google's models. I went through the keynote, the spec sh...

Kunal Vohra·Sep 15, 2026·15 Min Read·ai, news, discuss, startup
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