AI Visibility Audit
See if your business shows up in search for free. We fix it
What it does
800 five-star reviews. 500 million AI users. Zero overlap. Free instant audit across AI Chat. After discovering hundreds of SMB with 5 star reviews and NOT one were recommended by Chat search, which accounts for nearly 40 percent of all searches, we et out to help small business fight back. First, see if Chat recommends your business for free. Next, if your grade score warrants, hire us. We are not an agency, but a solution service. We launch a team to get you in AI search.
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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