TinyFish

User signal splits into two disjoint populations. (1) HackerNews (the substantive majority, ~14 comments) discusses TinyFish.ai, a web-agent + browser-infrastructure startup for autonomous web workflows. Sentiment is cautiously impressed but skeptical. Recurring positive points: benchmark resilience — 'TinyFish: 97.5% easy → 81.9% hard' — a ~15-point drop versus Operator (83%→43%), Claude Computer Use (90%→32%) and Browser Use (55%→8.1%); one user notes 'Every other agent loses half its ability' as tasks lengthen and credits architecture that 'handles state accumulation across steps without compounding errors.' Transparency is repeatedly praised: failure traces are public and are 'actual failures, not cherry-picked', and one commenter values being 'able to verify every result in the spreadsheet myself.' Skepticism centers on eval methodology: how website non-determinism (A/B tests, cookie/GDPR popups served unevenly across agents) was controlled; whether Online-Mind2Web reflects real workflows; wall-clock latency on hard tasks goes unanswered. Credibility is dented by one direct accusation — 'I assume you used your own product to hype up this post? @dang' — and by users highlighting that rival Browser Use self-reported 89% on WebVoyager yet scored 8.1% on hard tasks ('that's a different product than what's being advertised'), fueling distrust of self-run evals across the whole category. A $2M accelerator with Mango Capital (credits from MongoDB, v0 by Vercel, ElevenLabs, Fireworks.ai, Google for Startups, Composio) drew curious, mildly positive questions about deal structure (SAFE vs equity, no per-company cap, flexible checks from $250K to the full $2M). (2) The top-voted Reddit comments (~10) concern a DIFFERENT product: a small ocean robot — jokes about it being 'destroyed by natural forces', a 'giant sea squid', and Aquaman uniting the ocean — plus a self-identified lead grad student explaining it is 'a test bed for Reinforcement Learning' with real-time RL onboard, robot referred to as CARL. These describe physical hardware, not the software platform, and likely reflect a name collision.

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