Molly X

Molly X

Building TokAtlas, one API for AI.

About

Hi I'm Molly 👋, I run growth & operations at TokAtlas — we're building one API for every AI model, so developers and agent builders can route across providers without juggling keys, quotas, and surprise bills. My days live in the messy middle between developers and infrastructure: pricing, reliability dashboards, and far too many billing spreadsheets. I'm building in public — expect launch-prep notes, cost benchmarks, and the honest numbers behind them. Based in UTC+8, powered by tea~ Always happy to talk AI infra, agent workloads, or how you keep model costs sane — say hi.

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Gone streaking
Gone streaking

Forums

3h ago

I started giving my AI agent a “don’t change” list before UI work

I noticed something annoying with AI-assisted frontend work.

The agent could implement the requested feature correctly...

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