
ScanCopro
Health score for 626,502 French condominiums in 10 seconds
What it does
ScanCopro analyzes the health of any condominium in France by crossing 14 official government databases. Energy rating, real notary prices, natural risks, financial distress signals — all in one score out of 100. Built solo by a 19-year-old real estate student. 626,502 buildings. 5.5M notary sales. Free to search, reports from 14.99 EUR.
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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