Topic
Data provenance is the record of where data originates and how it moves through systems, used to verify trustworthiness and support decisions.
In a dev.to account of self-reinforcing memory loops, an agent's own hedged inference is captured as a flat fact, retrieved a week later as context, and generalised until the store recommends replacing the cache layer.
Reality
The KEV catalog's CSV and JSON files now sit in a CC0 GitHub repo that CISA says stays within minutes of cisa.gov. For vulnerability teams, the git log supplies a change history the catalog page itself does not keep.
Reality
A dev.to post on five Cypher patterns for agent memory lands hardest on the write path. Agents re-extract the same entity from many documents, and a MERGE keyed on a mutable name creates a fresh node each time the string changes.
Reality
A multi-agent orchestrator held its cross-site correlation window in process memory. It fired live on the first try, for the wrong reason, and the fix was a shared record in Firestore.
Reality
TekPedal's Turkish EV charging intent set is small enough that one wrong test prediction moves accuracy 3.1 points. It is also citable, licensed and split, which most in-house intent data is not.
Reality
A parse of all 584,210 listed contracts finds one oracle operator deciding 20.31% of them. The resolution risk sits in feeds and scoreboards, not in arbiters.
Reality