What would you use GLYPH for?

[yasha1971-coder]

I am trying to understand where replayable exact-byte evidence over fixed corpora is actually useful.

GLYPH currently has a reproducible checkpoint for:

• exact byte query representation
• exact FM interval and match count
• bounded deterministic offsets
• byte-checking returned offsets
• replayable evidence artifacts
• portable bundle replay
• one-command verification with ./verify.sh

I am not asking for feature requests yet. I am trying to understand real cases.

If this connects to a real problem you have seen, please describe briefly:

• What domain are you in? DFIR, malware, logs, compliance, RAG, research, other?
• What corpus would you want to verify? Logs, binaries, legal docs, memory image, source tree, RAG knowledge base?
• What exact byte/string/pattern would matter?
• Who would need to replay or verify the result?
• What do you use today?
• When did this problem last happen?

Current reviewer portal:
https://glyph.rs

Current AI-readable brief:
https://glyph.rs/llms.txt

Repository:
https://github.com/yasha1971-coder/glyph-engine

No commitment, no sales pitch. Short answers are enough.