Tokenova
Your AI coding tokens become a daily universe of stars
What it does
Tokenova is a tray / menubar app that watches the local logs your AI coding tools already write — Claude Code, Codex CLI, and OpenCode — and turns each day's token usage into a tiny universe. Every 200k tokens spawns a star, long sessions roll a planet from a 31-species rarity catalogue, and each day gets its own galaxy layout from a seed. A 365-day gallery preserves every past universe. No account, no telemetry, all data lives in a local SQLite file. Free · Open source · FSL-1.1-ALv2
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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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Dev tools · May 2026 · github.com