diff --git a/core/slab_handle.h b/core/slab_handle.h
index 1dd3c4fe..b0c8f40a 100644
--- a/core/slab_handle.h
+++ b/core/slab_handle.h
@@ -260,10 +260,14 @@ static inline int slab_freelist_push(SlabHandle* h, void* ptr) {
    // Optional freelist mask update (opt-in via env HAKMEM_TINY_FREELIST_MASK)
    do {
        static int g_mask_en = -1;
+#if HAKMEM_BUILD_RELEASE
+       g_mask_en = 0;
+#else
        if (__builtin_expect(g_mask_en == -1, 0)) {
            const char* e = getenv("HAKMEM_TINY_FREELIST_MASK");
            g_mask_en = (e && *e && *e != '0') ? 1 : 0;
        }
+#endif
        if (__builtin_expect(g_mask_en, 0) && prev == NULL && h->ss) {
            uint32_t bit = (1u << h->slab_idx);
            atomic_fetch_or_explicit(&h->ss->freelist_mask, bit, memory_order_release);
@@ -310,10 +314,14 @@ static inline void* slab_freelist_pop(SlabHandle* h) {
         // Optional freelist mask clear when freelist becomes empty
         do {
             static int g_mask_en2 = -1;
+#if HAKMEM_BUILD_RELEASE
+            g_mask_en2 = 0;
+#else
             if (__builtin_expect(g_mask_en2 == -1, 0)) {
                 const char* e = getenv("HAKMEM_TINY_FREELIST_MASK");
                 g_mask_en2 = (e && *e && *e != '0') ? 1 : 0;
             }
+#endif
             if (__builtin_expect(g_mask_en2, 0) && next == NULL && h->ss) {
                 uint32_t bit = (1u << h->slab_idx);
                 atomic_fetch_and_explicit(&h->ss->freelist_mask, ~bit, memory_order_release);
diff --git a/core/tiny_superslab_free.inc.h b/core/tiny_superslab_free.inc.h
index 8c135fde..19566a79 100644
--- a/core/tiny_superslab_free.inc.h
+++ b/core/tiny_superslab_free.inc.h
@@ -249,9 +249,15 @@ static inline void hak_tiny_free_superslab(void* ptr, SuperSlab* ss) {
             ROUTE_MARK(20); // mailbox_publish
             // Free-side route commit (one-shot)
             do {
-                static int g_route_free = -1; if (__builtin_expect(g_route_free == -1, 0)) {
+                static int g_route_free = -1;
+#if HAKMEM_BUILD_RELEASE
+                g_route_free = 0;
+#else
+                if (__builtin_expect(g_route_free == -1, 0)) {
                     const char* e = getenv("HAKMEM_TINY_ROUTE_FREE");
-                    g_route_free = (e && *e && *e != '0') ? 1 : 0; }
+                    g_route_free = (e && *e && *e != '0') ? 1 : 0;
+                }
+#endif
                 if (g_route_free) route_free_commit(cls, (1ull<<19) | (1ull<<20), 0xE1);
             } while (0);
         }
@@ -439,10 +445,14 @@ static inline void hak_tiny_free_superslab(void* ptr, SuperSlab* ss) {
             tiny_failfast_log("free_local_legacy", cls, ss, meta, ptr, prev);
             do {
                 static int g_mask_en = -1;
+#if HAKMEM_BUILD_RELEASE
+                g_mask_en = 0;
+#else
                 if (__builtin_expect(g_mask_en == -1, 0)) {
                     const char* e = getenv("HAKMEM_TINY_FREELIST_MASK");
                     g_mask_en = (e && *e && *e != '0') ? 1 : 0;
                 }
+#endif
                 if (__builtin_expect(g_mask_en, 0) && prev == NULL) {
                     uint32_t bit = (1u << slab_idx);
                     atomic_fetch_or_explicit(&ss->freelist_mask, bit, memory_order_release);
diff --git a/docs/specs/CONFIGURATION.md b/docs/specs/CONFIGURATION.md
index d7c3114a..d30bd2ba 100644
--- a/docs/specs/CONFIGURATION.md
+++ b/docs/specs/CONFIGURATION.md
@@ -44,36 +44,6 @@ export HAKMEM_WRAP_TINY=0 HAKMEM_WRAP_POOL=0 HAKMEM_WRAP_MID=0 HAKMEM_WRAP_LARGE
 
 ---
 
-## 🐛 Debug & Diagnostics
-
-**Canonical Variables** (After P0.4 - Debug Consolidation):
-
-| Variable | Values | Default | Description |
-|----------|--------|---------|-------------|
-| `HAKMEM_DEBUG_LEVEL` | 0-3 | 0 | Verbosity (0=none, 1=errors, 2=info, 3=verbose) |
-| `HAKMEM_DEBUG_TINY` | 0, 1 | 0 | Enable TINY allocator debug output |
-| `HAKMEM_TRACE_ALLOCATIONS` | 0, 1 | 0 | Trace every alloc/free (expensive!) |
-| `HAKMEM_INTEGRITY_CHECKS` | 0, 1 | 1 | Enable integrity validation (canary checks) |
-
-**Examples**:
-```bash
-# Production (quiet, integrity only)
-export HAKMEM_DEBUG_LEVEL=0
-export HAKMEM_INTEGRITY_CHECKS=1
-
-# Debug session (verbose + TINY debug + tracing)
-export HAKMEM_DEBUG_LEVEL=3
-export HAKMEM_DEBUG_TINY=1
-export HAKMEM_TRACE_ALLOCATIONS=1
-export HAKMEM_INTEGRITY_CHECKS=1
-
-# Performance testing (all checks OFF)
-export HAKMEM_DEBUG_LEVEL=0
-export HAKMEM_INTEGRITY_CHECKS=0
-```
-
----
-
 ## 🏗️ SuperSlab Management
 
 **Canonical Variables** (After P0.1 - SuperSlab Unification):
@@ -114,49 +84,22 @@ Controls adaptive sizing for allocator caches (TLS, SFC, capacity tuning).
 
 | Variable | Values | Default | Description |
 |----------|--------|---------|-------------|
-| `HAKMEM_ALLOC_LEARN` | 0, 1 | 0 | Enable allocation pattern learning |
-| `HAKMEM_ALLOC_LEARN_WINDOW` | 1-1000000 | 10000 | Learning window size (operations) |
-| `HAKMEM_ALLOC_LEARN_RATE` | 0.0-1.0 | 0.1 | Learning rate (lower = slower adaptation) |
 
 ### Memory Learning
 Controls THP (Transparent Huge Pages), RSS optimization, and max-size learning.
 
 | Variable | Values | Default | Description |
 |----------|--------|---------|-------------|
-| `HAKMEM_MEM_LEARN` | 0, 1 | 0 | Enable memory pattern learning (THP/RSS/WMAX) |
-| `HAKMEM_MEM_LEARN_WINDOW` | 1-1000000 | 5000 | Learning window size (operations) |
-| `HAKMEM_MEM_LEARN_THRESHOLD` | 0.0-1.0 | 0.8 | Activation threshold (80% confidence) |
 
 ### Advanced Overrides
 **For troubleshooting only** - enables legacy advanced knobs that are auto-tuned by default.
 
 | Variable | Values | Default | Description |
 |----------|--------|---------|-------------|
-| `HAKMEM_LEARN_ADVANCED` | 0, 1 | 0 | Enable advanced override knobs (see DEPRECATED.md) |
 
 **Examples**:
 ```bash
 # Production (learning disabled, use static tuning)
-export HAKMEM_ALLOC_LEARN=0
-export HAKMEM_MEM_LEARN=0
-
-# Adaptive workload (enable both learners)
-export HAKMEM_ALLOC_LEARN=1
-export HAKMEM_ALLOC_LEARN_WINDOW=20000
-export HAKMEM_ALLOC_LEARN_RATE=0.05
-export HAKMEM_MEM_LEARN=1
-export HAKMEM_MEM_LEARN_WINDOW=10000
-export HAKMEM_MEM_LEARN_THRESHOLD=0.75
-
-# Migration troubleshooting (enable advanced overrides)
-export HAKMEM_LEARN_ADVANCED=1
-export HAKMEM_LEARN_DECAY=0.95  # Override auto-tuned decay
-```
-
-**Migration Note**: See [DEPRECATED.md](DEPRECATED.md) for mapping of 18 legacy variables → 6 canonical variables.
-
----
-
 ## 🎯 TINY Allocator (1-2048B)
 
 ### TLS Cache Configuration
@@ -237,18 +180,10 @@ export HAKMEM_POOL_TLS_ARENA_GROWTH_LEVELS=5  # 4MB→8MB→16MB→32MB
 
 | Variable | Values | Default | Description |
 |----------|--------|---------|-------------|
-| `HAKMEM_STATS_ENABLE` | 0, 1 | 0 | Enable statistics collection |
-| `HAKMEM_STATS_VERBOSE` | 0, 1 | 0 | Verbose stats output |
-| `HAKMEM_STATS_INTERVAL_SEC` | 1-3600 | 10 | Stats reporting interval (seconds) |
-| `HAKMEM_PROFILE_SYSCALLS` | 0, 1 | 0 | Profile syscall counts (mmap/munmap/madvise) |
 
 **Example**:
 ```bash
 # Enable stats for performance analysis
-export HAKMEM_STATS_ENABLE=1
-export HAKMEM_STATS_VERBOSE=1
-export HAKMEM_STATS_INTERVAL_SEC=5
-export HAKMEM_PROFILE_SYSCALLS=1
 ```
 
 ---
@@ -259,8 +194,6 @@ export HAKMEM_PROFILE_SYSCALLS=1
 
 | Variable | Values | Default | Description |
 |----------|--------|---------|-------------|
-| `HAKMEM_EXPERIMENTAL_ADAPTIVE_DRAIN` | 0, 1 | 0 | Adaptive remote free drain threshold |
-| `HAKMEM_EXPERIMENTAL_CACHE_TUNING` | 0, 1 | 0 | Runtime cache capacity tuning |
 
 ---
 
@@ -272,16 +205,12 @@ export HAKMEM_PROFILE_SYSCALLS=1
 export HAKMEM_SUPERSLAB_LAZY=1
 export HAKMEM_SUPERSLAB_LRU_CAP=256
 export HAKMEM_TINY_P0_ENABLE=1
-export HAKMEM_INTEGRITY_CHECKS=1
 ```
 
 ### 2. Debug Session
 ```bash
 # Verbose logging, tracing, integrity checks
-export HAKMEM_DEBUG_LEVEL=3
-export HAKMEM_DEBUG_TINY=1
 export HAKMEM_TRACE_ALLOCATIONS=1
-export HAKMEM_INTEGRITY_CHECKS=1
 export HAKMEM_TINY_P0_LOG=1
 ```
 
@@ -327,13 +256,11 @@ export HAKMEM_POOL_TLS_ARENA_MB_MAX=2
 ./scripts/validate_config.sh
 
 # Example output:
-# [DEPRECATED] HAKMEM_LEARN is deprecated, use HAKMEM_ALLOC_LEARN instead
 #   Sunset date: 2026-05-26 (6 months from 2025-11-26)
 #   See DEPRECATED.md for migration guide
 #
 # [WARN] HAKMEM_TINY_TLS_CAP=2048 is outside typical range (16-1024)
 #
-# [OK] HAKMEM_DEBUG_LEVEL=2
 # [OK] HAKMEM_SUPERSLAB_LAZY=1
 ```
 
@@ -355,8 +282,6 @@ export HAKMEM_POOL_TLS_ARENA_MB_MAX=2
 
 ### Q: What's the difference between ALLOC_LEARN and MEM_LEARN?
 **A**: 
-- `HAKMEM_ALLOC_LEARN`: Tunes **allocator behavior** (cache sizes, refill batches) based on allocation patterns
-- `HAKMEM_MEM_LEARN`: Tunes **memory management** (THP usage, RSS optimization, max-size detection)
 
 ### Q: Should I enable learning in production?
 **A**: **Generally NO**. Learning adds overhead (~5-10%) and is best for:
diff --git a/docs/specs/ENV_VARS.md b/docs/specs/ENV_VARS.md
index c5bafce6..ae390cd8 100644
--- a/docs/specs/ENV_VARS.md
+++ b/docs/specs/ENV_VARS.md
@@ -276,10 +276,3 @@ LD safety (for apps/LD_PRELOAD runs)
 - HAKMEM_TINY_BENCH_MODE=1
   - ベンチ専用の簡素化採用パスを有効化。per-class 単一点の公開スロットを使用し、superslab_refill のスキャンと多段リング走査を回避。
   - OOMガード（harvest/trim）は保持。A/B用途に限定してください。
-
-Runner build knobs（scripts/run_larson_claude.sh）
-- HAKMEM_BUILD_3LAYER=1
-  - `make larson_hakmem_3layer` を用いて 3-layer Tiny をビルドして実行（LTO=OFF/O1）。
-- HAKMEM_BUILD_ROUTE=1
-  - `make larson_hakmem_route` を用いて 3-layer + Route 指紋（ビルド時ON）でビルドして実行。
-  - 実行時は `HAKMEM_TINY_TRACE_RING=1 HAKMEM_ROUTE=1` を併用してリングにルートを出力。