Manex Hub – private AI research memory, on-device
On-device research memory that saves conversations back into the graph for compounding knowledge.

Preserves thinking alongside sources, but Mem and Rewind already do AI research memory.
Researchers, academics, and deep readers managing source material
Mem · Rewind · Obsidian with AI plugins
On-device research memory that saves conversations back into the graph for compounding knowledge.
Screenpipe alternative with ripgrep redaction for passwords, API keys, and SSNs.
Instant-launch capture bound to a keystroke and local-first storage are the app's best ideas — you can jot something down without breaking flow and then query your notes by meaning. The 'chat with your notes' and use-your-own-AI angle is sensible for privacy-minded users, but the pitch leaves open how sync, model routing, or integrations actually work, and the space already has stiff competition.
High-throughput vLLM API for per-request emotion steering beats prompt-only methods.
Local Gemma 4 vision agent critiques UI continuously without sending screenshots to the cloud.
Demand-paging memory for agents beats context window limits that break Cursor and Devin.