HireCheck
Damage recording for plant & equipment hire businesses
What it does
HireCheck solves one of the most costly problems in equipment hire — damage disputes. When a customer returns equipment and denies causing damage, most hire businesses have nothing to prove otherwise. No photos, no signature, no timestamp. Just a he said/she said argument. HireCheck fixes that. Staff photograph equipment condition on any phone, the customer signs on screen, and a shareable report is generated instantly — timestamped and locked. Before and after. Side by side. Bulletproof.
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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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