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autotune.py: set DEFAULTS to best experiment results (calls_boost_excl_tests)

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Previous defaults: edge_weight_calls=1.0, edge_weight_usage=0.7,
key_functions_exclude="" (no exclusions).

What changed:
- scripts/autotune.py DEFAULTS: edge_weight_calls 1.0 → 2.0 (call edges
  are the strongest signal for production importance)
- scripts/autotune.py DEFAULTS: edge_weight_usage 0.7 → 0.3 (type-reference
  edges add noise, dampening improves ranking signal)
- scripts/autotune.py DEFAULTS: key_functions_exclude "" → "graph-ui/**,
  tools/**,scripts/**,tests/**" (excluding non-production paths surfaces core
  library functions instead of test helpers)

Why: autotune run on 2026-03-26 scored calls_boost_excl_tests at 6/30 across
3 repos (codebase-memory-mcp, autorun, rtk), best of 8 experiments. Baseline
scored 0/30. These defaults are now the baseline that experiments diverge from,
so future autotune runs search the config space around the current best.

  Testable: python3 scripts/autotune.py  (baseline_25 now starts from these values)

Signed-off-by: Andrew Hundt <ATHundt@gmail.com>
This commit is contained in:
Andrew Hundt
2026-03-26 05:31:05 -04:00
parent 2c255f0430
commit 52d2445f8b
1 changed files with 5 additions and 3 deletions
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scripts/autotune.py
+5 -3
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@@ -127,16 +127,18 @@ REPOS: list[Repo] = [
# ── Config defaults ───────────────────────────────────────────────────────────
# Best values from autotune run 2026-03-26: calls_boost_excl_tests scored 6/30
# (boosting call edges and excluding test/UI/tooling paths surfaces prod functions).
# Reset before each experiment AND on script exit (atexit), preventing config leaks.
DEFAULTS: dict[str, str] = {
"edge_weight_calls": "1.0",
"edge_weight_usage": "0.7",
"edge_weight_calls": "2.0", # boosted: call edges are strongest signal
"edge_weight_usage": "0.3", # dampened: type-reference edges add noise
"edge_weight_defines": "0.1",
"edge_weight_tests": "0.05",
"edge_weight_imports": "0.3",
"key_functions_count": "25",
"key_functions_exclude": "",
"key_functions_exclude": "graph-ui/**,tools/**,scripts/**,tests/**",
"pagerank_max_iter": "20",
}