outcome clarity
Track decisions and evaluate whether they turned out well
What it does
Outcome Clarity is a behavioral decision-tracking platform designed to help people evaluate whether important purchases and life decisions actually turn out well over time. Users can log decisions, evaluate outcomes later, and identify patterns involving regret, emotional pressure, impulsive choices, and long-term satisfaction. The platform includes both a web experience and a companion mobile app focused on reflective decision analysis rather than traditional productivity tracking.
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Growth · 30d ago · astrapixels.com
Launched alongside, May 2026
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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