ATFRO | Systems & Growth
Brand That Builds Brand
What it does
Architecting Transformations For Robust Outcomes ATFRO is a transformation-focused company that partners with startups and growing businesses to design, build, and scale integrated systems across technology, growth, brand, and operations. We don’t operate as a traditional agency or consultant. We act as a long-term execution partner, building systems that eliminate chaos and enable predictable, scalable growth.
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AstraPixels▲267A pixel-art solar system at its real current positions.
Growth · 29d ago · astrapixels.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