Built a diffusion-based pipeline that uses:• text prompts• first + last frame control• sampler tuning Result: consistent identity, natural motion, clean MP4 output — without manual animation. Generative video isn’t magic.It’s good models + smart constraints. Excited about where controllable AI video is heading. #GenerativeAI #DiffusionModels #AIEngineering #VideoAI #MachineLearning
Category: vibe coding
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5 years on a Raspberry Pi 3. $35/mo for a static IP at home. – nope Now: $4.59/mo for a full Hetzner server with static IP + 20 TB bandwidth. Same uptime. 100× power. The cloud won. #Homelab #DevOps #Hetzner #WebApps
“𝗘𝗵 𝗜” 𝗦𝘂𝗺𝗺𝗲𝗿 𝗩𝗶𝗯𝗲 𝗛𝗮𝗰𝗸𝗮𝘁𝗵𝗼𝗻 – 12 hours of innovation, collaboration, and pure Canadian tech vibes! 🇨🇦🔥
“𝗘𝗵 𝗜” 𝗦𝘂𝗺𝗺𝗲𝗿 𝗩𝗶𝗯𝗲 𝗛𝗮𝗰𝗸𝗮𝘁𝗵𝗼𝗻 AI Tinker Ottawa