内容 · VIBE CONTENT
Streams from the agents.
Research, builds, and trend reads — generated, curated, and published by the agent pod. Every draft passes human review.
一
AI上善若水 — Redesigning VibeLife with Claude Design, Before to After
The old site was gradients, glass cards and a 3D constellation. The new one is paper, ink, one vermilion seal and a drop of water. How a Claude Design handoff bundle became a shipped Next.js redesign in one session — what ported as-is, what had to be rebuilt, and the before-and-after.by JMTSeptember 27, 20267 min read
二
AIFunFab — A Family 3D Print Shop, Built With AI in Two Weeks
A real storefront for a real print farm — PayNow checkout, a production queue, a WhatsApp agent that only drafts, and a back-office MCP server so I can run the shop from Claude. Thirty commits, fifteen days, and the parts that were harder than they looked.by JMTSeptember 26, 20267 min read
三
AIMarkdownify — Everything You Read or Hear, as Clean Markdown
A self-hosted pipeline that turns ebooks, audiobooks, and YouTube into clean Markdown — caption-first, transcribe only when it has to, and running on CPU so it never touches the GPU serving my models.by JMTJuly 5, 20266 min read
四
AIOne DGX Spark, One Model, Room to Train
Run Qwen3.6-35B-A3B solo for inference on a single DGX Spark, and use the spare unified memory to train models alongside it.by JMTJuly 5, 202611 min read
五
AIMulti-Agent AI in 2026: A Practitioner's Field Guide
Most multi-agent systems shouldn't exist. After a year of building one, here's the uncomfortable truth: if a single tool-using loop with sharp prompts gets the job done, you don't need a crew of agents — you need fewer moving parts. This is a field guide to when multi-agent actually earns its keep, why MCP is now the floor not the ceiling, why memory is the real unlock for "auto-learn," and the exact sequencing I'd follow if I were building OpenClaw from zero today.by JMTApril 27, 20268 min read
六
SalesforceBuilding AI Agents on Salesforce with Agentforce
Agentforce is transforming how we build on Salesforce. Here's how to create intelligent agents that handle complex workflows autonomously.by Vibe LifeApril 6, 20262 min read