Building More Resilient Local-First Software with atproto | jakelazaroff.com

atproto has the potential to become a rock-solid replacement for the most fragile part of any local-first app: the sync server.

Local-First AI Inference: A Cloud Architecture Pattern for Cost-Effective Document Processing

The Local-First AI Inference pattern routes 70–80% of documents to deterministic local extraction at zero API cost, reserving Azure OpenAI calls for edge cases and flagging low-confidence results for human review. Deployed on 4,700 engineering drawing PDFs, it cut API costs by 75% and processing time by 55%, while bounding errors through a human review tier.

How We Built an Offline-First Data Pipeline for Rural Cooperatives | HackerNoon

Learn how an offline-first data pipeline using edge computing and SQLite enabled reliable synchronization in low-connectivity regions.

Local-First Chat

The Local Relational Technologist

Who can we rely on for meaningful software in our communities?

File over app

If you want to create digital artifacts that last, they must be files you can control, in formats that are easy to retrieve and read. Use tools that give you...

When Purchase Means License: Digital Ownership's Quiet Erosion — Koios

When Purchase Means License: Digital Ownership's Quiet Erosion

LocalFirst: You Keep Using That Word

If you’ve been following the local-first scene over the past few years, you already know a good definition for the term “local-first” is hard to pin down. Part of the reason is that most people write software for money … and true local-first software is harder to capitalize. “Local-first” is a direct attack on vendor lock-in of all forms: data, formats, protocols, apps, services, and even environments. But the fact your employer can’t exploit this technology with a new revenue model (yet) is a minor problem.

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For quite some time now, i have been working on and off on a fully self-hosted search engine, in hope to make it easier to search across Personal data in an end to end manner. Even as individuals, we are hoarding and generating more and more data with no end in sight. Such "personal" data is being stored from local hard-disks to corporate controlled cloud-centers which makes it distributed in nature. So for following discussion, "Personal" meaning would be flexible enough to accommodate resources on a remote server and/or on different devices, as long the user could prove authentication and/or authorization to that data. Current implementation supports only "images", but eventual goal is also to support other modalities like video, text and audio, some code would be shared, while some new code would be required to better extract Features for each modality.

Personal data storage is an idea whose time has come

Data Ownership as a conversation changes when data resides primarily with people-governed institutions rather than corporations.

Local-first software: You own your data, in spite of the cloud

A new generation of collaborative software that allows users to retain ownership of their data.