AI Backends: A Production AI Workflow Engineering Site (Link Share)

Melvin Vivas · X video post · 2026-09-28 · 0:15 · 237 views · Open on X

Topics: LLMOps, Deployment & Monitoring, AI Dev Tools & Productivity · Level: beginner

Summary

A 15-second X post with no speech. It is item #2 in a list and links to AIBackends (aibackends.com), a site about production AI workflow engineering for businesses. It quotes another post saying Claude Opus 5.5 "one-shotted" a whole video. The post itself teaches nothing; its only value is pointing to the AIBackends site.

Key points

• The post is item #2, 'AI Backends', in what looks like a numbered list or thread of recommendations.
• The link goes to aibackends.com, whose title is 'AIBackends — Production AI Workflow Engineering for Businesses'.
• The quoted post says Claude Opus 5.5 produced an entire video in one shot ('one-shotted'). No details on the prompt or workflow are given.
• The video has no narration, so there are no techniques, steps or numbers to take away.

Resources mentioned

• AIBackends · repo · aibackends.com · free
  Open-source API server runtime for common AI use cases that supports many models and providers (Ollama, LM Studio, OpenRouter, OpenAI, Anthropic).
  Also in: Building a production website with Opus 5.5 and TanStack (Melvin Vivas on X · notes), CamelFlow: open-source visual viewer for Apache Camel routes (Melvin Vivas on X · notes), Demo: Claude Opus 5.5 Generating a Motion-Graphics Video for AIBackends (Melvin Vivas on X · notes), Run llama.cpp GGUF Checkpoints in Hugging Face Transformers (Melvin Vivas on X · notes) and 16 more
• Claude Opus 5.5 · tool · claude.ai · paid · open in a browser to verify · recommended by both Bashiri Smith & Melvin Vivas
  Anthropic's AI assistant, used throughout the guide to tailor resumes, add live roles to the tracker, match connections to target companies and find hiring managers.
  Also in: Generating a Repo Promo Video with a Claude Skill on Sonnet 5.5 vs Opus 5.5 (Melvin Vivas on X · notes), Comparing Coding Models on the Same Task in Devin iOS (Melvin Vivas on X · notes), Customizing Your Coding Setup with Pi Coding Agent Extensions (Melvin Vivas on X · notes), AI Engineer Roadmap Overview: From ML Foundations to RAG, Agents & Ops (Bashiri Smith on Facebook · notes) and 53 more

Try this

• Visit aibackends.com to see how it approaches production AI workflow engineering.