
Those two numbers are the whole argument. Everything below is a solo dev's field notes on ignoring venture narratives while building profitable AI products alone, rebuilt with full credit from the October 2025 thread by @fullstacktard. Dark chips carry the dogma. Light chips carry the rebuttal.
"Spent way too long listening to VC narratives about AI before I realized: none of this applies when you're a solo dev just trying to hit $5k MRR.
"@fullstacktard
Without proprietary tech, anything you build gets commoditized or cloned.
Shipping fast beats theoretical purity, and a narrow market is defensible precisely because it's not worth anyone's effort to copy.
No dataset of your own, no defensibility.
Foundation models ship with the data baked in. A builder working the APIs doesn't need to own a dataset to deliver value.
Whoever ships first takes the category.
DeepSeek arrived late and still landed. Reaching customers matters more than being early.
The margins will eventually look like classic software.
25 to 30x revenue valuations don't match the unit economics. API costs are predictable, so profitability is calculable before a single line of code.
Platform risk is a detail, not a threat.
Platform risk is real. It's also mitigated when the whole workflow is worth $5M a year, far below any platform's line of sight.
What Actually Matters
Unit economics
Narrow markets
Fast shipping
Early revenue
Actual customer value
"I'm not raising a Series A. I'm paying $200/month for API calls and shipping products that solve real problems.
"@fullstacktard
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