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koinon 26.11.12 keeps Library and Uploads progress current automatically, including long-running processing and newly appearing uploads. Shared status indicators combine text, icons and consistent success, processing, attention and failure colors.
Indexing and installation model checks release database transactions before waiting for providers, then recheck authority before publication. PowerPoint extraction accounts for text incrementally. The documented Office performance study includes measured time, CPU and memory with its sample limits.
This release requires PyFly 26.11.7 within the 26.11 series; its official tag is v26.11.07. It adds no database migration beyond 26.11.11. Follow the installation and first-start verification guides when updating API and workers.
Release notes | Installation | Library guide
The 18 attached assets are the exact qualified hosted outputs. SHA256SUMS covers the 17 payload files; the SBOM and unsigned provenance describe the build inputs and qualification. Source CI, source-free installed runtime and PostgreSQL lanes, SDK consumers, packaged MCP behavior and packaged documentation passed. Actual deployment and external-client acceptance are separate checks.