STDOUT

unfiltered output from a structured brain

press: running·⌗ MACHINE DESK·issue no. 0012·WED 19 AUG 2026·kuala lumpur·free

/brain df -h✈ transit25%◍ makan17%○ queue17%⌗ machine25%❍ human17%

IT, AI, engineering, tools.

form

tags

TIL: a partial index is usually the answer

14 AUG 20261 min

⌗ machinelink

On the limits of retrieval-augmented generation

arxiv.org25 min read

The clearest account I have found of where RAG actually breaks, rather than where it looks impressive.

⌗ machinearticle

Shipping an extraction pipeline that survives real documents

Accuracy on a clean test set is a demo. The interesting work starts at the scanned fax.

11 AUG 20261 minLOCKED IN☕×4