Update app/views/shared/resource_actions/ai_usage_stats.html.haml to add and rearrange AI usage chart segments. New segments include ai_code_line_percent, ai_inactive_committer_count, delta_from_llms and token_count_sum_total (covers cached/uncached and input/write token types). Provides clearer visibility into AI code contribution, inactive usage by provider, LLM diffs and token consumption for better monitoring and analysis.

Refactor util/fuzzy-match-notes.js to change fuzzy-match behavior: split tags into words (TAG_WORD_DELIMITER) and require tag-word equality; allow a partial title word to count only if the remaining query words match tags; accept query words in any order for name matches; tighten piecemeal-match rules; prefer most-recent note-with-tasks when recently changed; add tests and refined highlighting. Result: more accurate quick-open suggestions and clearer match highlighting.

Introduce a new SCSS file (app/assets/stylesheets/pages/_home_v2.scss) implementing a modernized "?version=2" home concept scoped under the .home-v2 body class. Adds local color palette, shadows, radii, card/tag/arrow primitives, header adjustments, responsive grid/sections and hover states. Keeps v2 styling isolated from the standard home layout so the new look can be enabled without leaking into existing pages.

Introduce ProviderAppReviewsController to let signed-in users post, edit and remove reviews for provider apps (new, create, edit, update, destroy). Sends notification mail on create, enforces authentication and authorisation (authors vs admins) and distinct permitted params for moderation. Add ProviderAppReview tests for rating/body validations, uniqueness, visibility and aggregate behaviour. Enables logged-in review workflows and admin moderation.

Introduce LinkedIn OAuth sign-in and bump DB schema (db/schema.rb) to record the change. This prepares the app to accept LinkedIn-authenticated users as a prerequisite for enabling user reviews and account linking, enabling smoother onboarding and future review-related workflows.

In lib/prompts.js: introduce LONG_CONTENT_CHARACTER_LIMIT (200000) and increase the context window for Continue/Complete actions; update noteContentCharacterLimit to use the new long-content cap, snap context excerpts to paragraph boundaries, strip task UUIDs, and add explicit guidance + examples for insertTextComplete that prefer the smallest in-place finish. Result: better handling of very large documents and more concise, predictable completions.

Adds Agent Pro voting UI and hardens account-status-banner.js rendering and visibility: introduces hasAgentProSubscription prop, VISIBILITY_CHECK_INTERVAL (30s), a _visibilityTimer, renderKey state wired into PortalContainer key and shouldComponentUpdate, periodic DOM visibility checks, and clears timers on unmount. Result: prevents banner tampering/hidden states, reduces spurious double-renders, and enables Agent Pro voting in production.

Adds a new image optimization action (lib/functions/image-optimizer.js) and tests (test/image-optimizer.test.js). The action fetches a note's embedded image bytes, POSTs them to a Tinify shrink endpoint (defaults to a Plausible proxy to avoid CORS/auth in iframes), downloads the compressed image, attaches it to the note, updates the in-note image, and alerts the user with a human-readable savings message. Tinify auth uses HTTP Basic (username "api"); tests call Tinify directly until the proxy...

Update lib/dashboard/proposed-agenda-service.js to detect when the current day is too late and generate proposed schedules for future dates instead. Modified generateProposedAgenda and task-selection logic; moved/added a test (test/proposed-agenda-next-day.test.js). Result: users get sensible next-day proposals when today's slots are impractical.