tosh_vance's activity on Indie Hackers

Recent activity

How to automate refund reviews without giving AI the final say

I'm an accountant with no coding background. I used Munetaka Murakami's name to stress-test the MLB record-digging tool I built

Why Most AI Agents Aren’t Ops-Ready

How To Manage AI Agents in 2026

The AI Memory Problem Nobody Is Incentivized to Solve

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

How would you get your first customers for an AI reliability product?

My AI agent leaked my API key — so I built the guardrail and launched it on Product Hunt today

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

Three of my checks reported success while measuring nothing. The green light is the dangerous verdict

We moved the paywall off the draft and onto the send

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

I used my own AI critic on my landing page — and it changed the product

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

AI Can Build Your App. But Can You Trust What It Built?

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

Show IH: I turned my own red-team findings into a free tool — paste your AI checker's prompt, get back 8 attack patterns to try against it

AI Can Build Your App. But Can You Trust What It Built?