logoalt Hacker News

lukebechtelyesterday at 8:59 PM1 replyview on HN

Sharding or compaction, both possible with LLMs.

Sharding: Make well-named sub-documents for parts of work. LLM will be happy to create these and maintain cross references for you.

Compaction: Ask the LLM to compact parts of the spec, or changelog, which are over specified or redundant.


Replies

ctothyesterday at 9:04 PM

My question was something like: what is the right representation for program semantics when the consumer is an LLM and the artifact exceeds context limits?

"Make sub-documents with cross-references" is just... recreating the problem of programming languages but worse. Now we have implicit dependencies between prose documents with no tooling to track them, no way to know if a change in document A invalidates assumptions in document B, no refactoring support, no tests for the spec.

To make things specific:

https://github.com/ctoth/polyarray-spec

show 1 reply