Honey Potion is a compiler framework that translates a subset of the Elixir programming language into eBPF (extended Berkeley Packet Filter) programs, targeting both tracepoints and XDP. The system works as an Elixir library (published on Hex as `honey`) where users write eBPF logic in Elixir using macros like `@sec`, `defmap`, and `fuel`. At compile time, `__before_compile__` triggers a pipeline: static analysis, optimization (constant propagation, dead code elimination, type propagation), AST-to-C translation, boilerplate generation, and C compilation via `make`/`clang`/`llc`/`bpftool`. The generated C code includes a custom runtime with heap, tuple pool, and string pool implemented using BPF maps to overcome eBPF's stack and memory constraints. The repository includes 20+ example programs (system monitors, packet filters, data structure demos) and a comprehensive benchmark suite comparing hand-written C eBPF programs to Honey-generated ones, supporting a published research paper. Although classified as an application (a compiler library), the project has strong research characteristics with reproducible artifact scripts, optimizer variants, and performance comparisons.