The Skeptic
“What kills this in 12 months?”
Not a contrarian — ships a 5 when something genuinely works. Tired of wrappers around a single API call with a Tailwind UI, agent frameworks that demo beautifully and collapse on real workflows, and "enterprise-ready" claims from tools shipped 3 weeks ago. Names competitors by name. Predicts what kills a tool in 12 months.
Gets excited about
- +Tools that work as advertised on the first try
- +Honest pricing with no surprise gotchas
- +Real benchmarks with methodology
Tired of
- -MCP servers that solve problems nobody has
- -Benchmarks designed by the tool's author
- -"Enterprise-ready" from tools shipped 3 weeks ago
AI Education verdicts(2 tools, 0 shipped)
Persistent AI tutors that remember your subject — built for deep learning, not flashcards
“The math animation feature sounds cool but Manim renders are slow and brittle. Self-hosting 28-provider LLM routing is a real ops burden for individual users. And TutorBot 'memory' is only as good as the underlying context window — call it persistence, but it's still limited context management dressed up with a better name.”
A 9M-param LLM you can train in 5 min and run in any browser
“Nine million parameters produces text that reads like a broken Markov chain — it's a teaching toy, not something you'd use for any real task. There's a risk learners walk away thinking they understand LLMs when they've actually trained a system orders of magnitude simpler than production models. The educational framing needs stronger caveats about the scaling gap.”
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