
Crux - Compare Workflow Automation Tools
Find the right automation platform before you build wrong
What it does
Every automation comparison online is an affiliate listicle that recommends whatever pays the highest commission. Crux asks what you actually need: your volume, integrations, budget, and technical level. Then recommends the right platform with honest trade-offs. We cover 10 platforms (Zapier, Make, n8n, and more) with real pricing math, not marketing pages. Think NerdWallet for workflow automation: problem-first discovery instead of tool-first directories. Get a straight answer in 2 minutes.
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Automation Compare30d ago · automation-compare.com · ▲1Find the perfect automation tool before you lock in.
- NFNexroo – From automation workflows to real productsDec 2025 · nexroo.ai · ▲5
For the last 6+ months I’ve been building Nexroo, an automation platform focused on solving what I call the “last mile problem” of automation. Most automation tools make it easy to build workflows (Zapier, n8n, etc.), but much harder to deliver them as something your users or clients can actually use. In real life, that “last kilometer” often turns into custom UIs, micro-SaaS wrappers, deployments, versioning, and lots of glue code. Nexroo tries to fix that. Build, Version, Ship anywhere with clean end-user experience
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 27d ago · cactuscompute.com


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