Circa Accord: Sleep Protocols
Sleep systems for creators, founders, and night thinkers
What it does
Circa Accord introduces a new System Predictor modal and simulated SWS (Slow Wave Sleep) audio monitoring. The predictor analyzes behavioral patterns to generate recovery and cognitive load insights with personalized recommendations. The SWS system simulates sleep-cycle detection, acoustic stimulation triggers, and HealthKit-style background data processing for deeper sleep optimization. Project infrastructure was also refined for cleaner development management.
Does the same job
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Launched alongside, May 2026
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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