diff --git a/memory/MEMORY.md b/memory/MEMORY.md
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 [AutoDream last run: 2026-04-23]
 
-**📌 Fast path: read `CURRENT-aaron.md` and `CURRENT-amara.md` first.** These per-maintainer distillations show what's currently in force. Raw memories below are the history; CURRENT files are the projection. (`CURRENT-aaron.md` refreshed 2026-04-25 with the Otto-281..285 substrate cluster + factory-as-superfluid framing — sections 18-22; prior refresh 2026-04-24 covered sections 13-17.)
+**📌 Fast path: read `CURRENT-aaron.md` and `CURRENT-amara.md` first.** These per-maintainer distillations show what's currently in force. Raw memories below are the history; CURRENT files are the projection. (`CURRENT-aaron.md` refreshed 2026-04-28 with sections 26-29 — speculation rule + EVIDENCE-BASED labeling + JVM preference + dependency honesty + threading lineage Albahari/Toub/Fowler.)
 
-- [**Threading code follows Albahari + Toub + Fowler human lineage; never gut-instinct (Aaron 2026-04-28)**](feedback_threading_human_lineage_albahari_toub_fowler_no_gut_instinct_aaron_2026_04_28.md) — Any threading / TPL / async / parallel code in Zeta MUST cite Joseph Albahari (patterns + idioms), Stephen Toub (Microsoft .NET runtime perf), or David Fowler (System.Threading.Channels). High-perf, low-alloc, thread-safe, prefer wait-free / lock-free. No gut-instinct.
+- [**Threading code follows Albahari + Toub + Fowler — never gut-instinct (Aaron 2026-04-28)**](feedback_threading_human_lineage_albahari_toub_fowler_no_gut_instinct_aaron_2026_04_28.md) — Threading / TPL / async / parallel code cites Albahari (patterns), Toub (Microsoft .NET perf), or Fowler (Channels). Prefer wait-free / lock-free.
 - [**Only "pushed" signal is Aaron typing in this environment; everything else is pull (Aaron 2026-04-28)**](feedback_only_pushed_signal_is_aaron_typing_everything_else_is_pull_aaron_2026_04_28.md) — In autonomous-loop mode, Aaron's direct typing is the ONLY push channel. CI / threads / mergeability / cron / peer-CLI replies are all PULL signals requiring active query. "No new signal" without pulling is wrong by construction.
 - [**Speculation LEADS investigation; it does NOT DEFINE root cause (Aaron 2026-04-28)**](feedback_speculation_leads_investigation_not_defines_root_cause_aaron_2026_04_28.md) — Aaron's binding correction after my LFG #661 "bullshit answer." Speculation generates hypotheses to direct investigation; speculation has no role in defining root cause. When asked "why?" / "what is the mechanism?", quote the primary source verbatim. Plausible-sounding causal narratives assembled from nearby facts ARE the failure mode.
 - [**CodeQL umbrella check NEUTRAL while per-language Analyze legs SUCCESS — code_quality ruleset BLOCKED detection pattern (Aaron 2026-04-28)**](feedback_codeql_umbrella_neutral_vs_per_language_detection_pattern_aaron_2026_04_28.md) — When `code_quality:severity=all` ruleset says "Code quality results are pending for N analyzed languages" despite per-language `Analyze (X)` legs SUCCESS, check the umbrella `CodeQL` check (no language suffix) for NEUTRAL conclusion + "1 configuration not found" details. Industry-wide pattern; Aaron seen across other projects. Mechanism RESOLVED 2026-04-28T14:32Z via primary-source query (see file body); structural fix landed via PR #662.