NebWork
All-in-one encrypted project brain for teams & creators
What it does
Most tools force you to choose between docs, ideas, or code. NebWork unifies them into one encrypted project brain. Plan ideas on an infinite canvas, link blocks to external fields, write documentation, connect Google Drive for storage, and sync with GitHub to share repos and review code — all in one place. Built for creators and teams who need to centralize their entire workflow, not just chat.
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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