EchelonEdgeAI
The 30-second edge serious traders don't share.
EchelonEdgeAI launched on May 26, 2026 with 1 votes.
What it does
Hedge funds have macro desks. Prop firms have research teams. You had nothing.... until now. In 30 seconds, EchelonEdgeAI gives you institutional-grade context for your exact asset. AI bias, live news, COT positioning, economic data, insider trades. One screen. Nothing missed. This is what smart money sees before every trade. Covers Forex, Commodities, Stock/Indices, Crypto intelligence.
Trade like a hedge fund manager. Hundreds of news sources and macro data, filtered to what matters, before you enter.
Trade with Conviction using Macroeconomics, Institutional Positioning & Breaking News. Trade with Conviction using Macroeconomics, Institutional Positioning & Breaking News. No tabs, no piecing it together yourself. Just open the app and know. No tabs, no piecing it together. Just open the app and know. Retail traders see price. Professionals see why price moves. Retail traders see price. Professionals see why price moves. Our unique engine combines live macro values, institutional positioning and market news to give one clear explanation. Our engine combines live macro values, institutional positioning and market news to give one clear explanation. Weekly large bank position reports…from echelonedgeai.com
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Source: Product Hunt launch ↗
Launched alongside, May 2026
the whole month →
Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai
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…
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