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Open_Ultra_SAST/benchmarks/independent/verifier-batched-check-2026-09-29.json
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Marius CiepluchandClaude Fable 5.1 072a102b20 measure(independent): triage + per-file batching + two-pass agreement -- 16/20 sites, flicker cut 26 -> 9, 34% cheaper
verify_batched.py replaces the per-candidate verifier's design:
- triage per file (no tools): where does the operation's data originate;
  internal/constant candidates are not verified;
- one 6-step hunt per file for up to 6 candidates, a verdict per operation;
- two independent passes; only agreement is reported, the rest is "disputed".

On the 46-candidate validation set ($1.01):
- declared sites: 16 of 20 agreed, 12 of 15 cases (the per-candidate design
  confirmed 11). Budibase and Froxlor are new; Unleash dropped to one pass of two.
  winml is triaged out as "constant": a CORS literal, which the reachability
  question does not fit.
- the 26 pgAdmin candidates that flickered between single runs: 2 triaged out,
  9 agreed in both passes, 4 disputed, 13 quiet.
- $0.022 per candidate for two passes vs $0.033 under the old design; on a file
  with several candidates, 2.3x cheaper per pass.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-29 10:22:11 +02:00

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{
"measurement": "verify_batched.py on the 46-candidate validation set (15 declared-site cases + 26 flickering pgAdmin candidates), triage on, 2 passes, 6 steps, $1.01",
"declared_sites": {
"agreed": 16,
"of": 20,
"cases_detected": 12,
"of_cases_with_a_candidate_site": 15,
"newly_found_vs_per_candidate_design": [
"budibase (both sites)",
"froxlor listing/listingCount"
],
"lost": [
"unleash fetchRetry (found in 1 of 2 passes)"
],
"missed": [
"winml (triage: constant -- a CORS literal; the reachability question does not fit config_secrets)",
"fuxa getDaqValue (1 of 2 passes)",
"froxlor validateIpAddresses (1 of 2)"
]
},
"flickering_pgadmin_26": {
"triaged_out": 2,
"agreed_in_both_passes": 9,
"disputed": 4,
"quiet": 13,
"note": "the 9 need adjudication; agreement turns run-to-run noise into a stable set"
},
"cost": {
"usd_per_candidate_two_passes": 0.022,
"old_design_two_passes": 0.0334,
"pgadmin_subset_per_candidate_two_passes": 0.0146,
"old_single_pass": 0.0167,
"note": "per-file batching: ~2.3x cheaper per pass on a file with several candidates"
},
"decision_pending": "full run of all 17 cases with this design"
}