NECK Stack
The AI-era stack for shipping full-stack apps fast
What it does
NECK is an opinionated meta-stack for building full-stack apps without inventing architecture from scratch. It combines Nuxt/Vue, where frontend structure has a clear “Nuxt way,” with Encore.ts, where backend services, APIs, databases, crons, Pub/Sub, logging, tracing, and generated clients are first-class primitives. The result is a stack that narrows choices, prevents style drift, and keeps AI-assisted development aligned with production-ready patterns.
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai
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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…
Life & fun · May 2026 · github.com
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Dev tools · May 2026 · github.com