David Wilson

David Wilson

Product founder who designs and ships.

I've been building things since I convinced my 9th grade biology teacher to let my friend and me mod a video game instead of doing our assignment. Only one problem: neither of us could code! We learned quickly – and later founded two startups together.

I started my first company, Cape Networks, in a basement in Cape Town. We designed and built our own hardware, sold the business to Aruba/HPE and moved to San Francisco.

My second, Hunch, has been a deep dive into AI: agents, eval systems, and what it takes to make AI products that work reliably in production.

What's next

I want to be hands-on building products. I love designing and shipping myself, and directing teams that do the same.

AI is rewriting how every product works, which means a lot of product teams are back in 0→1 mode whether they expected to be or not. Navigating ambiguity and shipping fast is where I'm at my best.

Some things I've built

Hunch / Overclock

Visual AI workspace that became background AI agents. Started with Hunch, a canvas to create workflows with any AI models. Evolved into Overclock: agents that review each other's work, learn from feedback, and actually stay reliable. Hunch is still used by thousands of people – here's a demo from when we won the Latent Space AI UX award.

Cape Networks

Hardware + SaaS for network performance management. Founder/CEO. Acquired by HPE/Aruba. $10M/y revenue. I'm proudest of how beloved our product was by 2,000+ customers including Microsoft, Amazon, Home Depot, and Disney. Disney even shot a testimonial video in front of the Falcon , a big moment for the little boy in me from Cape Town!

AI tools I'm using most

  • A thinking partner for hard problemsClaude Opus 4.5
  • Working with a ton of content fast & cheaplyGemini 2.5 Flash
  • Visual analysis or huge contextGemini 3 Pro
  • Long-running or research-intensive tasksGPT-5.2 Pro
  • Wrangling messy, iterative projectsHunch
  • Async coding from my phoneCodex
  • Agentic coding at my deskClaude Code

Updated January 2026

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