GraalVM logo and abstract compiler visualization representing partial evaluation

Deep Dive into GraalVM Partial Evaluation

Explore GraalVM’s partial evaluation, the foundational technique behind Truffle-based language interpreters and Native Image compilation. Learn how it transforms runtime performance through AST specialization, constant folding, and escape analysis.

September 21, 2026 · 8 min · 1673 words · martinuke0
Diagram of a compiler pipeline with type graphs overlay.

Implementing Structural Subtyping in Modern Compiler Backend Passes

A deep dive into integrating structural subtyping into compiler backend passes, with concrete implementation patterns and performance tips.

May 16, 2026 · 10 min · 1953 words · martinuke0
Illustration of a CPU core with SIMD lanes processing data.

Why Your Compiler Cannot Vectorize That Loop

A deep dive into the reasons behind failed auto‑vectorization and actionable steps to write loops the compiler can turn into SIMD.

May 15, 2026 · 8 min · 1681 words · martinuke0
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