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AI-Native Full Stack Engineer
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AI-Native Full Stack Engineer
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I shipped an open-source package called Fold. Here's the problem it solves: When you build an AI agent that touches more than one data source S3, Slack, a local database, your filesystem you end up managing three or four different SDKs, auth flows, and API shapes before writing a single line of actual agent logic. Then you give your LLM a list of 12 tools and hope it picks the right one. Fold takes a different approach. It's a virtual filesystem. You mount any backend under a path prefix: /notes โ†’ your local Documents folder /db โ†’ a SQLite database /s3 โ†’ an S3 bucket /slack โ†’ Slack channels as directories /model โ†’ a locally running Ollama model Your agent gets one tool: bash. cat, ls, grep, wc, head, pipe across all of them. LLMs were trained on bash. They know it cold. Fold exploits that instead of fighting it. Three things I built that Mirage (the main prior art) doesn't have: Local-first. SQLite, local files, and Ollama are first-class resources. Everything can run on-device with zero data egress and zero API keys. Reactive. ws.watch (http://ws.watch)() lets any resource push events when data changes. Your agent triggers automatically no polling, no cron. Rich listings. ls -c returns metadata alongside filenames row counts, schemas, member counts, last activity. The agent understands the environment in one call instead of five. It also ships as an MCP server out of the box. One file and it's available in Claude, Cursor, or any MCP client. Published under The Builder Company: npm install @tbc-fold/node Repo: https://lnkd.in/g6EdaYEx (https://lnkd.in/g6EdaYEx)Website: https://lnkd.in/g6WjxGGd Built this alongside Aura. The two are related Fold is the abstraction that lets Aura's local agent work across your data without sending anything to the cloud. If you're building agents and hitting the multi-SDK problem, try it.
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Ariston IT: Elevate Your Business with Custom Software
Ariston IT: Elevate Your Business with Custom Software
Full Stack Developer
Full Stack Developer
Software Developer | Website | Mobile Apps | Custom Software
Software Developer | Website | Mobile Apps | Custom Software
Landing Page Expert | Shopify ยท Replo ยท Framer ยท Instant.so
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Landing Page Expert | Shopify ยท Replo ยท Framer ยท Instant.so
DevOps Automation | Full stack Developer | Java Developer
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DevOps Automation | Full stack Developer | Java Developer
Innovative ML Engineer ๐Ÿš€
Innovative ML Engineer ๐Ÿš€
Full-stack Web Dev | Scalable Solutions Expert
Full-stack Web Dev | Scalable Solutions Expert