Will Towle

Will Towle

Founder, Sharpread · SEC filing analysis

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Tastemaker
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Gone streaking

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For those running multiple vibecoded apps, how do you manage everything behind the scenes?

Two things I'm curious about:

  1. How do you monitor your apps for issues and keep track of costs across paid services? Especially if you want to avoid any unexpected bills.

  2. When adding a new feature, how do you figure out which services to use? And do you find the setup process annoying enough to slow you down?

What's a non‑obvious sign that a project is going to fail?

I will go first.

The meeting where everyone nods and no one disagrees.

Not because they agree. Because they have checked out. They do not think their opinion matters. They have stopped investing.

That silence is louder than any argument.

How are you building AI that takes actions — not just answers?

We've been getting the same request over and over from our users: "My AI gives great answers, but it can't actually do anything."

It got us thinking most AI integrations today are still essentially fancy search boxes. The AI talks, the human acts. But the real unlock is when the AI can close the loop itself query the database, send the email, update the record without a human in the middle.

The hard part isn't the action itself. It's the non-determinism. How do you build a system where the AI decides when to act, which action to take, and what parameters to pass based purely on context without it going off the rails?

A few things we've learned building this:

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