Paperless-ngx vs Hive
Side-by-side trajectory, velocity, and editorial themes.
Paperless-ngx is rebuilding for v3 with AI, a plugin framework, and a Tantivy search rewrite.
Two release lines run in parallel. The v2.20.x stable branch is in aggressive security-patch mode — five GHSA-tagged security releases in roughly two months (v2.20.7, 2.20.8, 2.20.9, 2.20.12, 2.20.15) plus a stream of permission-scope and workflow bug fixes. Meanwhile, v3.0.0-beta.rc1 just dropped with the largest feature surface in the project's history: Paperless AI, Remote OCR via Azure AI, sharelink bundles, document file versions, a document parser plugin framework, and a swap of the Whoosh search backend for Tantivy. The v3 cut also lands eleven explicit breaking changes — old API versions removed, encryption support dropped, Python 3.10 support cut, OCR control decoupled from archive-file control.
The arc is a generational rewrite landing on top of a hardened v2 foundation. The team is using v2.20.x to absorb security disclosures (often credited to community researchers) while v3 takes on the architectural debt — fresh migrations from scratch, removed legacy paths, a search engine swap, and a plugin framework that opens the parser surface to extensions. The simultaneous Paperless AI and Azure AI Remote OCR features signal a deliberate move into AI-augmented document processing rather than a passive integration.
Expect more v2.20.x security and bugfix releases through the v3 beta period, then a coordinated migration push when v3 stabilizes — Tantivy reindexing and the API-version removals will both gate that upgrade. Watch the next v3 beta for what Paperless AI actually exposes (suggestion-only vs auto-classification) and whether the plugin framework gets a public extension point doc.
Hive's quarter is mobile parity, with chat and dashboards getting tidied on the side.
Hive is in a steady incremental polish phase. The dominant thread is pulling more of the desktop experience onto mobile: workflow visibility, time tracking from action cards, Gantt views, and a beefed-up universal search all landed within a week of each other. Chat got a parallel set of refinements (inline video, file gallery, history preservation when members leave), and dashboards picked up median aggregation.
Hive looks focused on closing the desktop-mobile gap rather than opening new product surface area. Each mobile release individually is small, but together they push Hive toward being usable as a primary-not-secondary work surface on phones, which matters most for project managers who actually move around. Expect this cleanup arc to continue for at least another release cycle before strategic capabilities (AI, automation depth) reappear.
Next likely additions on mobile: editing or creating actions/workflows (currently view-only) and richer dashboard interaction. On the desktop side, a feature touching AI or workflow authoring is overdue given the cadence of small fixes.
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