GEM Content Engine
Six AI agents turn one idea into a full content pack
GEM Content Engine launched on May 27, 2026 with 3 votes, #3,449 of 20,538 launches that month and more than 50% of that year's launches.
What it does
Drop one idea in. Five minutes later: scripts, image and video prompts, captions, and carousels for YouTube, IG, FB, and your blog. Six specialist AI agents in a single HTML file. Runs free on Ollama or your own LLM key. $9 once, lifetime updates.
GEM Content Engine turns one idea into a finished pack of scripts, image prompts, captions, and carousels for every channel. Six AI agents, 5 minutes, $9 once.
GEM Content Engine takes a single content idea and turns it into a complete pack of script, video prompts, photo posts, carousels, captions, and hashtags for YouTube, Instagram, Facebook, and your blog. The whole pipeline runs in about five minutes. One payment. Nine dollars. Forever. GEM Content Engine is a single-file desktop AI tool that turns one content idea into a finished pack of script, image prompts, video prompts, captions, and carousels for every channel you run. Six specialist AI agents handle the work in about five minutes. One-time purchase, lifetime updates, runs locally on Ollama or against any cloud LLM with your own key. You have ideas. What you don't have is the time to…from thegeminfo.com
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Source: Product Hunt launch ↗
Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
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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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