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Reflect

COLLAB
Velocity0.0

Reflect's quiet SQLite frontend rewrite reset its performance ceiling and unblocked the AI roadmap.

pkmnote-takingai assistantmobile parityperformancesqlite
◆Current state
Reflect is a personal note-taking app with embedded AI features (chat, transcription, summarization). The structurally important move of the year was a frontend rewrite onto SQLite, shipped across iOS, web, macOS, and then iPad over March 2025 — fixing the load-time and large-collection ceilings that had been quietly limiting the product. The rest of the visible cadence has been AI surface work: in-line voice transcription, Gemini for long-context chat, AI link summaries that feed semantic search, and an editor for custom prompt templates.
◆Where it's heading
Reflect is closing the desktop-mobile parity gap one feature at a time (advanced search filters made the jump from desktop to iOS in August) while making the AI surface more configurable and more entangled with search. The team's own July release explicitly named AI chat on mobile as the next milestone. The pattern: ship the architectural foundation, then layer the AI features that depend on it.
◆Prediction
AI chat on mobile is the next named milestone from the team's own published roadmap notes. Beyond that, expect more features that quietly feed AI-generated context into search (the link-summary pattern extended to OCR'd PDFs, voice transcripts, etc.) and continued performance work that exploits the SQLite rewrite.

◆Recent moves

  1. 9mo ago

    🔗 AI link summaries

    AI link summaries on save are useful on their own, but the more interesting move is feeding those summaries back into semantic search — the AI is doing context-enrichment work for retrieval rather than just answering questions.

    View source ↗
  2. 10mo ago

    Advanced Search on Mobile

    Bringing Advanced Search filters to iOS is steady mobile-parity work — the desktop version had this for nearly a year, so this closes a gap rather than opening new ground.

  3. 11mo ago

    Custom prompt editor and more

    A dedicated Prompt Templates tab signals that Reflect treats AI prompt editing as a first-class user surface, not a buried setting. PDF-image OCR feeding the search index continues the pattern of AI features quietly extending what's findable.

  4. 1y ago

    Performance boost on iPad

    The SQLite-backed frontend reaches the iPad — completing the per-platform rollout of the rewrite. Same architectural change, different surface.

    View source ↗
  5. 1y ago

    Massive speed bump, Sonnet 3.7, and PDF preview

    ⚡ SPARK

    This is the keystone release of Reflect's year — the SQLite rewrite is what makes everything that follows (faster mobile, bigger note collections, more contextual AI) actually viable.

    View source ↗
  6. 1y ago

    In-line transcriber and Gemini for AI chat

    Switching the AI chat to Gemini for its 2M-token context is a deliberate trade — sacrificing whatever was best about the prior model in exchange for the ability to actually feed an entire note collection into the conversation. The in-line voice transcriber lands in the same release as a UX bet on capture-as-you-think.