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65_spike-wasm-embedded-inference.md

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id 65
title Spike WASM-Embedded Weasel Inference
status 🔲

Spike WASM-Embedded Weasel Inference

Goal

Evaluate a WASM-based inference path that can be embedded in mdsmith with no runtime dynamic library dependency.

Tasks

  1. Choose one Go-hosted WASM runtime candidate (for example wazero) and define module loading strategy.
  2. Build a minimal proof of concept that embeds a .wasm artifact with go:embed and runs inference in-process.
  3. Verify deterministic output behavior on a fixed prompt and fixed model parameters.
  4. Measure CPU latency and memory overhead versus: current MDS029 heuristic, pure-Go spike, and yzma spike baselines.
  5. Measure binary-size impact with embedded .wasm artifact.
  6. Define artifact update workflow and integrity checks (checksum/version pinning).
  7. Document fallback boundaries when WASM init or inference fails.

Acceptance Criteria

  • Prototype runs with no YZMA_LIB and no external dynamic libs.
  • Embedded WASM artifact loads via go:embed.
  • Deterministic behavior is confirmed across repeat runs.
  • CPU latency and memory metrics are captured.
  • Binary-size impact is measured and documented.
  • Recommendation is made: adopt, defer, or reject this path.