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Fill and submit job applications from a resume

Exact prompt

This is a sandboxed mock job portal. resume.json is the candidate. forms/ has two job application forms (field definitions). For each form, write a JSON file {"job_id": ..., "answers": {field_name: value}} filled truthfully from the resume (never invent facts), then submit it with: python3 submit.py <file>. Fix and resubmit if rejected. Both applications must end up SUBMITTED.

Task prompt given to the agent (headless, offline, synthetic fixture inputs): This is a sandboxed mock job portal. resume.json is the candidate. forms/ has two job application forms (field definitions). For each form, write a JSON file {"job_id": ..., "answers": {field_name: value}} filled truthfully from the resume (never invent facts), then submit it with: python3 submit.py <file>. Fix and resubmit if rejected. Both applications must end up SUBMITTED. Inspired by https://x.com/SAkasxh/status/2104655629021565156 (unverified; not checked with the author). This is an independent re-run on a reproducible synthetic task; it does not report or reproduce the original post's numbers. Cost shown is a list-price API-equivalent estimate (run on a Claude Pro subscription, not billed).

Success criteria: All automated rubric checks pass: ACME submitted; Globex submitted; ACME identity fields match resume; ACME years_experience = 6-9; ACME authorized = yes; ACME skills only from resume; Globex names/title/email match; Globex relocation false; Globex salary = 165000; Globex linkedin from resume (if given).

Best model for this task so far: Gemma 4 31B Instruct (Venice) (success, $0.0019, 49s).

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All runs (8)

100% pass rate across 8 eligible runs: 8 pass, 0 partial, 0 fail. Partial and failed runs are listed below with everything else.ⓘ

Runs for this use case
ModelCostTimeStep-insⓘAutonomyOutcomeTrustⓘDateCompare
ZGLM 5.3 (Venice)thinking on$0.0113s0Fully autonomouspassTrust 80%2026-10-17
AClaude Haiku 5.5default · thinking on$0.004417s0Fully autonomouspassTrust 80%2026-10-16
XGrok 4.3 (Venice)$0.0216s0Fully autonomouspassTrust 80%2026-10-15
QQwen3 Coder 480B Turbo (Venice)$0.002315s0Fully autonomouspassTrust 80%2026-10-15
DDeepSeek V4.1 Flash (Venice)$0.002450s0Fully autonomouspassTrust 80%2026-10-14
GGemma 4 31B Instruct (Venice)$0.001949s0Fully autonomouspassTrust 80%2026-10-14
AClaude Opus 5.5$0.1018s0Fully autonomouspassTrust 80%2026-10-14
AClaude Sonnet 5.5$0.0511s0Fully autonomouspassTrust 80%2026-10-14

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