update

backend/config.py

@@ -139,6 +139,12 @@ CRAWL_MIN_CHARS = 400                                            # too little te
 QUELLE_RELEVANZ_CHUNK = 12       # pages per rater package (small, since a snippet ships per page)
 QUELLE_RELEVANZ_SNIPPET = 800    # body characters per page in the prompt (URL is the primary signal)
 
+# Inline evidence for judge agents: corpus excerpts go INTO the prompt instead of letting
+# every judge re-search the source folder (measured: ~10 tool turns/judge, 82 % of the
+# run's tokens were cache reads from those loops).
+EVIDENCE_BUDGET_CHARS = 48_000   # max excerpt characters per judge prompt
+EVIDENCE_CTX_LINES = 15          # context lines around a cited source position (facts check)
+
 # Timeouts per agent step: (base seconds, seconds per block/section).
 # Applies equally to all providers — whoever is too slow gets restarted or overtaken.
 TIMEOUTS = {