diff --git a/poc-memory/src/agents/knowledge.rs b/poc-memory/src/agents/knowledge.rs
index 3ac389d..14e0de8 100644
--- a/poc-memory/src/agents/knowledge.rs
+++ b/poc-memory/src/agents/knowledge.rs
@@ -674,13 +674,13 @@ pub fn run_one_agent(
     let output_kb = output.len() / 1024;
     log(&format!("response {}KB", output_kb));
 
-    // Store raw output for audit trail — key includes a content slug
+    // Log raw output to file, not the graph
     let ts = store::compact_timestamp();
-    let slug = make_report_slug(&output);
-    let report_key = format!("_{}-{}-{}{}", llm_tag, agent_name, ts,
-        if slug.is_empty() { String::new() } else { format!("-{}", slug) });
-    let provenance = agent_provenance(agent_name);
-    store.upsert_provenance(&report_key, &output, &provenance).ok();
+    let log_dir = store::memory_dir().join("llm-logs").join(agent_name);
+    fs::create_dir_all(&log_dir).ok();
+    let log_path = log_dir.join(format!("{}.txt", ts));
+    fs::write(&log_path, &output).ok();
+    log(&format!("logged to {}", log_path.display()));
 
     let actions = parse_all_actions(&output);
     let no_ops = count_no_ops(&output);