Matrix Coder
The best vibe coding platform that wants you to succeed
What it does
Matrix Coder is the only vibe coding platform that doesn’t lock you into subscriptions. Describe your idea in plain text and watch AI instantly generate, preview, and refine full web apps, dashboards, landing pages, and entire products right in your browser. Best of all, you only pay for what you use with flexible, one-time token packs that never expire. Plus, earn generous free tokens simply by purchasing the sales, marketing, or business tools you already need from our tech partners.
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Launched alongside, May 2026
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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