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feat(core-004): JIT Compilation — multi-tier pipeline, 25 tests
jit_compilation.zig (1212 lines): 3-tier compilation pipeline (Interpreter->Baseline->Optimizing), FunctionProfile with tier promotion thresholds (100/10000 calls), CompilationQueue priority-ordered (hot functions first), CodeCache LRU eviction, BaselineCompiler for all 9 VSA ops (bind/unbind/bundle2/bundle3/ dot/cosine/hamming/permute/matvec), OptimizingCompiler (4-way unrolling, fused single-pass cosine, branch-free matvec), OSR on-stack replacement (500 loop iterations), deoptimization with 3-retry limit, SpeedupAnalysis (5x baseline, 20x optimizing), 25 tests, build.zig wired (test-jit-compilation step). Depends on: HW-001 (Hardware Abstraction Layer) Tech tree: 51/56 (91%), Core branch: 4/4 (100%) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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.ralph/TECH_TREE.md

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## 🔒 Locked (waiting for dependencies)
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| ID | Name | Branch | Needs (missing) |
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|----|------|--------|----------------|
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|CORE-004|JIT Compilation|core|HW-001 ✅ — **UNLOCKED**|
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|INF-005|Speculative Decoding v2|inference|INF-003 ❌, INF-004 ❌|
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|OPT-003|Weight Streaming|optimization|OPT-002 ❌|
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|DEP-004|Multi-Region Replication|deployment|DEP-003 ❌|
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## 📊 Branch Progress
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| Branch | Done | Total | % |
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|--------|------|-------|---|
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|Core|3|4|75%|
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|**Core**|**4**|**4**|**100%**|
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|**Inference**|**4**|**5**|**80%**|
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|Deployment|2|4|50%|
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|**Optimization**|**16**|**16**|**100%**|
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|Visualization|1|1|100%|
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|**Nexus**|**10**|**10**|**100%**|
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|Multilingual|3|3|100%|
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|**Total**|**50**|**56**|**89%**|
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|**Total**|**51**|**56**|**91%**|
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## 🎯 Recommended Next (highest ROI)
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1. **CORE-004** JIT Compilation — HW-001 ✅ UNLOCKED, provides 500% execution speed
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2. **HW-003** FPGA AccelerationHW-001 ✅ UNLOCKED, native ternary hardware
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3. **DEP-001** Docker Container — portable deployment, enables CI testing
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1. **HW-003** FPGA Acceleration — HW-001 ✅ UNLOCKED, native ternary hardware
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2. **DEP-001** Docker Containerportable deployment, enables CI testing
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3. **DEP-003** Auto-Scaling — elastic infrastructure, prerequisite for DEP-004
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---
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φ² + 1/φ² = 3 | TRINITY

build.zig

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const gen_hw_abs_step = b.step("test-hardware-abstraction", "Test HW-001 Hardware Abstraction Layer — unified ternary backend");
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gen_hw_abs_step.dependOn(&run_gen_hw_abs_tests.step);
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test_step.dependOn(&run_gen_hw_abs_tests.step);
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// Generated JIT Compilation tests (CORE-004: Multi-tier JIT pipeline)
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const gen_jit_comp_tests = b.addTest(.{
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.root_module = b.createModule(.{
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.root_source_file = b.path("generated/jit_compilation.zig"),
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.target = target,
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.optimize = optimize,
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}),
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});
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const run_gen_jit_comp_tests = b.addRunArtifact(gen_jit_comp_tests);
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const gen_jit_comp_step = b.step("test-jit-compilation", "Test CORE-004 JIT Compilation — multi-tier pipeline");
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gen_jit_comp_step.dependOn(&run_gen_jit_comp_tests.step);
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test_step.dependOn(&run_gen_jit_comp_tests.step);
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}

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