Pour Picks
A bourbon shelf app for people who actually collect.
What it does
My bourbon shelf had gotten away from me, so I built this. Scan a bottle and the AI reads the label (proof, mash bill, age) and drops it in your cellar. Log every pour. The "Pour Tonight" feature picks one from what you already own and tells you why — based on the season, what you've poured recently, and the vibe of the night. No social feed, no ads, no retailer affiliate links. Just your shelf.
Does a similar job
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Wine MatcherJul 2026 · apps.apple.com · ▲28AI sommelier for full dinner recipes, not just wine notes
Alcotheque for IOSFeb 2026 · apps.apple.com · ▲4Scan bottles. Track your wine and spirits collection.
More work this month
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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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