Mentora
Stop collecting courses. Start finishing them with AI.
What it does
I got tired of starting courses and never finishing. So I built Mentora — an AI learning system that actually gets you to the finish line. Type any topic. In 10 seconds you get a visual roadmap tailored to your level and schedule. Miss a day? It auto-reschedules. Stuck on a step? The AI coach checks in with simpler resources. It tracks progress, adapts, and nudges you forward. For self-taught devs, career switchers, and busy learners done with tutorial hell. Start free. No credit card needed.
Does the same job
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More work this month
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Launched alongside, May 2026
the whole month →
Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai
- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com