AI-optimized x86-64 assembly vs. GCC -O3 on three production kernels
PSHUFB nibble trick beats GCC's lookup table by 4.8–6.3x on base64; reproducible fuzz methodology.

Inline assembly in Python without C extensions - genuinely novel approach.
Systems programmers using Python, performance-critical application developers
Cython · cffi · ctypes
PSHUFB nibble trick beats GCC's lookup table by 4.8–6.3x on base64; reproducible fuzz methodology.
Inline validation without schema classes, but Pydantic already owns this space.
Pydantic alternative for scripts and CLIs, but overlaps with existing inline validation approaches.
Manim extension handles statistical concepts so you skip manual geometry code entirely.
16-24x faster RAG iteration via shard-based concurrent execution with live control.
Replay-first architecture beats LangSmith's static traces for debugging non-deterministic agents.