Free 2 Minutes Meta Ads Audit
Is Meta your partner - or just a black hole for your cash?
What it does
Most solopreneurs and small business owners run ads based on a "gut feeling" because Meta’s data feels like a foreign language. Xolora translates that messy data into clear, profitable decisions—built for founders, who need answers, not more spreadsheets. Take this 2-minute check-up to bridge the gap between "I think it’s working" and "I know it’s scaling." 10 honest questions to find out if your budget is building your business or just funding Meta’s next office.
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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