
GridMenu
AI-powered menu maker for restaurants, cafés and bars
What it does
GridMenu is a prompt-free AI food photo studio for creating polished, commercial food images from real dish photos. Instead of wrestling with unpredictable text prompts, users apply simple controls for lighting, tabletop surfaces, backdrops, garnishes, and export formats, turning ordinary food photos into consistent assets for menus, delivery listings, social media, and marketing. Built for menu designers, food marketers, ghost kitchens, food photographers, and tech-savvy restaurant teams.
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FoodShot AI: Food Photo EditorFeb 2026 · ▲3AI food photography for menu — in seconds, no studio needed
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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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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