2026.10.15

πŸ“° News & Discussions

Iroh global content discovery

"We now have a system for global content discovery of BLAKE3 hashed content addressed data. It is far from perfect, but it's a start."

Python SDK Preview: Sync for Robots and AI at the Edge | Ditto

"Today, Ditto's Edge SDK for Python is now available in preview. You can get started in minutes by building with the Python quick start app. We'll also dive into a code example that shows how Ditto can help robot fleets continue working through poor network conditions and we'll outline Ditto's path to AI at the edge."

UGREEN Debuts New Smart Home Ecosystem

"It is designed to activate household data, provide proactive assistance, and keep users in control through a trusted local-first architecture."

πŸ› οΈ Tools & Resources

Streamgres

"A subscription-native sync engine for PostgreSQL. Clients subscribe to SQL queries over a WebSocket and keep receiving the delta: the rows that entered, left or changed in their result, as soon as the change commits. No polling, no re-running queries."

Jevish: Like Jev, but local-first.

"jevish behaves like TypeSafe's Jev model: single-pass semantic pattern matching, calibrated confidence logits, and zero prompt engineering. But it is not fully Jevβ€”it is designed to run 100% in local CPU cache (<0.05ms, zero dependencies, offline). And when you need 99–100% frontier accuracy, it can make use of Jev when needed via speculative cascade."

TheYgent

"A no-code, local-first studio for building and running AI agents. Inference runs on your machine β€” llama.cpp, MLX, or vLLM β€” or any OpenAI-compatible API you register"

supabase-offline-kt

"supabase-offline-kt is a plugin for supabase-kt that keeps a Kotlin Multiplatform app working without a network, on Android and iOS."

✨ Apps

Stayput

"Free file tools for images, PDFs, video and audio that run in the browser: no account, no watermark, and files are not uploaded. After one visit the pages work offline; tools that use a model download it on first use. Open source, MIT. Uses WebAssembly, WebCodecs, service worker."

Volpi: For researchers with too many tabs open.

"Research is private until you publish it, so Volpi keeps it on your computer."

Orkas: Your AI team

"Local-first: your files, keys and outputs stay on your machine; use managed official models or connect your own provider."

Clingnote

"Local note storage: Your note content lives in a local SQLite database. Backup-friendly: Backup and restore support keeps your notes portable."

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