mazha.live
Kerala's live rain map + dam levels. Community powered.
What it does
Official alerts lag. Satellites generalise. mazha.live fills the gap with live rain intensity from people on the ground across Kerala - district by district, verified by the community - plus real-time dam storage levels for every major reservoir in the state. When Idukki crosses 90%, you'll know. When your district tips from drizzle to heavy, you'll know. No app. No account. One tab, open in seconds.
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Mazha : Know Before You GoAug 2026 · play.google.com · ▲1Real-time, crowd-sourced rain map for Kerala
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I have added OpenZones to Flowx, my Android weather app[0]. OpenZones are regions covering disaster zones where all the pro data in the app is freely available. I have created an 1200km diameter OpenZone over Florida with Hurricane Dorian approaching. So if you add Florida to the app, you can view radar, NOAA's GFS, NAM and HRRR models, CMC GDPS and RDPS models, and the DWD (Germany) ICON model. There are also predicted hurricane tracks from the NOAA and CMC ensemble models which I find extremely valuable to predict the possible paths of Dorian. This YouTube video[1] shows an example of the…
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Parallel agents, diff reviewer, and multi-model comparisons
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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…
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