Social Engage: AI Assistant for LinkedIn
Draft authentic LinkedIn comments in one click
What it does
Most LinkedIn comments are generic praise or nothing. Social Engage fixes that. Click Generate next to any comment box, and get 3 smart suggestions - each with a different angle. Pick your tone: professional, funny, curious, punchy, hot take. Add your own idea and the AI weaves it in. Comments reference specific details, not summaries. They sound like you, not AI. Click, edit if you want, post. Genuine engagement without the overthinking.
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Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.
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Life & fun · Apr 2026 · sam-burns.com
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With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.
AI · Apr 2026 · text.blogosphere.app