Open Source Digest: Tech News & Tools (July 2026)

Development & Libraries

    • Bensemble: A modular Python library for Bayesian deep learning and neural network ensembling, simplifying model uncertainty estimation.
    • SpotiPy: A new Python pipeline for solar spot analysis and tracking, designed for modular use in heliophysics research.
    • Manticore Authentication Checklist: A production-ready checklist for implementing Manticore authentication, useful for DevOps teams.

    DevOps & Infrastructure

    • Lima v2.2: Now supports Windows guests and TPM 2.0 emulation, expanding its VM management capabilities.
    • Ubuntu Docker Images: Shrunk by 40-80% using Chisel and Rockcraft, significantly reducing image sizes.
    • Zero Downtime Linux Updates: A project report and video showcase results of seamless system updates.

    Community & Events

    • Social Coworking & Office Hours: Two sessions focusing on SORTEE and Vale/text linting, promoting collaborative open-source work.
    • OSVVM Debugging: Techniques for debugging co-simulation programs in OSVVM.
    • Open API Connection Timeout: Discussion around fixing connection timeouts in open API integrations.

    Hardware & Gadgets

    • Pinch Arduino Board: An 11mm Arduino-compatible board pushing miniaturization in electronics.
    • Android Speed Tips: 5 free ways to speed up Android phones beyond cache clearing.
    • Tracker Mobile: Live now, targeting handphones for location tracking.

    Culture & Miscellaneous

    • Homer’s Odyssey in Ancient Greek: Listen to the epic poem sung in its original language.
    • Babbel Gift Card: Enters B2B rewards market via Tillo platform.
    • Compass Data Center: Community frustration over open house disappointment.
    • Integration to Vellum.ai: Submission for enhanced AI workflow integration.
    • Ruby/Rails Community: Ongoing discussion on community issues, chronicled in a recent post.

Source: OpenWorld.News/open-source-digest/