A developer shares a skill document for building local-first single-user apps using Claude Code, SQLite, and Next.js.
Build a chatbot with memory using Matrix Context in Python, no API keys needed, with local-first open-source engine.
Learn to build a local-first search database using GRDB, SQLite FTS5, and SwiftUI for instant offline app searches.
A developer builds custom, AI-assisted accounting software to handle complex multi-currency and tax needs, finding off-the-shelf solutions inadequate.
A developer builds custom accounting software to handle complex multi-currency, tax, and data ingestion needs, finding it superior to off-the-shelf solutions.
![Automerge [link]](https://crawljobs-blogs-media.s3.us-east-1.amazonaws.com/alldevblogs/thumbs/article-4fd341a76a1b-full-a739a52e.webp)
Automerge is a local-first sync engine for building collaborative, offline-capable applications, preventing data conflicts.
The article argues for a shift from subscription-based online LLMs to offline-first Small Language Models (SLMs) due to privacy, security, and cost concerns.
