Outbound Autonomy
Free website audit — instantly spot revenue-killing problems
What it does
Enter any service business URL. Get a 40-point diagnostic in 90 seconds — surfacing broken CTAs, missing email capture, weak local SEO, and conversion-killing design problems. Free audit preview with real scores and ranked findings. $97 full report includes competitor analysis, revenue impact estimates, and prioritized fix roadmap with cost estimates. No account needed for the free scan.
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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