Today we’re releasing Reflect Open, a complete rewrite of Reflect for the age of AI.
It’s local-first and open source, and every note is stored as a Markdown file on your computer.
Today we release Antidoom, an open-source method that removes a common failure mode in reasoning models: the doom loop.
Doom-loop rates before and after, with eval scores up across the board:
> Early LFM2.5-2.6B checkpoint: 10.2% → 1.4%
> Qwen3.5-4B: 22.9% → 1% (greedy sampling)
🧵