MixReflect
Real feedback on your music, from real artists.
What it does
MixReflect gives independent musicians structured, honest feedback from real artists. You submit a track, real people listen and review it covering production, vocals, arrangement, and originality. Youget a proper breakdown you can actually act on. What makes it different: - Reviews come from other artists on the platform - Structured scoring across multiple dimensions, not just a star rating - You earn credits by reviewing others — the feedback loop is built in
Does a similar job
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TrackAnalysisJul 2026 · track-analysis.com · ▲6Music feedback, community, and discovery for artists.
More life & fun this month
the category →- TL
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Photosynthesis fires two of your iPhone
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Your multimedia mentor that takes you from mid to great
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Launched alongside, May 2026
the whole month →
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