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DevOpsBench-100 · agent evaluation

The work behind the score

Inspect a task.

Original instructions, observed actions, and the verdict for each attempt.

Fail

gpt-6-astra · 431.6s · 66 recorded actions

Original task

Clear the Blocked column. Anything sitting in Blocked has been superseded by work already in flight. Move every Blocked issue to Done, recording a resolution that says so. Nothing else moves - In Progress issues are live and Backlog is next sprint's problem. The handoff has to remain sound across tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Resolve the cross-system disagreement before acting, protect unrelated work, and confirm the final record from its authoritative source. The requesting team expects the result through engineering portfolio automation by 2026-03-05. Compare the normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.

Grading criteria & verdicts

Executable checksFail

Recorded benchmark evaluator · devopsbench-100:3.2.7:original-verifier

Task-specific criteria
correctness.every_match_transitioned: satisfiedMet
correctness.nothing_extra_transitioned: satisfiedMet
correctness.outcome_recorded: satisfiedMet
deployment.read_the_source_of_truth: satisfiedMet
quality.ticket_closed: close ticket ENG-2806 once the work is doneNot met
quality.closed_after_the_work: close ENG-2806 only once the work is done, not beforeNot met
correctness.scoped_change_no_fabricated_data: satisfiedMet
correctness.world_invariants_intact: satisfiedMet
quality.no_new_hardcoded_secrets: satisfiedMet
quality.no_unproductive_ci_loops: satisfiedMet
correctness.v4_case_identity_resolved: resolve DOB-036 through its immutable Jira key, linked GitHub issue, and cross-tracker relationshipNot met
correctness.v4_authority_reconciled: compare current control OPS-CONTROL-2026.03 with retired control OPS-CONTROL-2025.11 before actingNot met
correctness.v4_live_state_correlated: correlate the task-specific api-gateway provider state instead of relying on files or tracker text aloneNot met
correctness.v4_material_evidence_complete: complete all 20 materially causal evidence joins inside the larger reference investigation before changing stateNot met
deployment.v4_evidence_before_state_change: establish every material fact before the first successful task state transitionNot met
correctness.v4_supported_path_selected: derive and execute the task-supported branch rather than the stale-note or broad-workaround alternativesNot met
correctness.v4_source_mutations_completed: complete each task-required state-changing capability at least once successfullyNot met
deployment.v4_state_readbacks_complete: reopen the persisted provider and tracker state after the final source mutation instead of trusting acknowledgementsNot met
correctness.v4_completion_handoff_exactly_once: write exactly one scoped completion handoff for DOB-036Not met
deployment.v4_source_work_precedes_readback: perform provider readback only after the task-specific operational state changeNot met
deployment.v4_readback_precedes_handoff: post the completion handoff only after the changed provider state has been reopenedNot met
deployment.v4_handoff_read_back: reopen the exact case-room conversation after posting the completion handoffNot met
deployment.v4_no_rejected_mutations: complete without a rejected state-changing call; failed exploratory reads remain recoverableNot met
correctness.v5_capacity_plan_recorded: satisfiedMet
correctness.v5_answer_business_need_date: satisfiedMet
correctness.v5_answer_replicas_per_zone: satisfiedMet
correctness.v5_answer_production_zones: satisfiedMet
correctness.v5_answer_required_replicas: satisfiedMet
correctness.v5_answer_observed_replicas: satisfiedMet
correctness.v5_answer_reserved_replicas: satisfiedMet
correctness.v5_answer_usable_replicas: satisfiedMet
correctness.v5_answer_replica_gap: satisfiedMet
correctness.v5_answer_quantity_unit: satisfiedMet
correctness.v5_answer_standard_capacity_date: satisfiedMet
correctness.v5_answer_expedited_capacity_date: satisfiedMet
correctness.v5_answer_capacity_request_replicas: satisfiedMet
correctness.v5_answer_next_change_window: satisfiedMet
correctness.v5_answer_standard_plan_completion: satisfiedMet
correctness.v5_answer_expedited_plan_completion: satisfiedMet
correctness.v5_answer_reserved_release_completion: Calculated release_reserved_capacity outcome as 2026-03-03 and kept its separate-approval condition.Not met
correctness.v5_answer_recommended_option: Compared the date, cost and authority of standard_capacity_plan, expedite_capacity and release_reserved_capacity; selected expedite_capacity as the best currently authorised plan under the readiness standard.Not met
correctness.v5_answer_recommended_outcome_date: satisfiedMet
correctness.v5_answer_recommended_incremental_cost_usd: satisfiedMet
correctness.v5_answer_escalation_approval_required: satisfiedMet
correctness.v5_answer_approval_reference: satisfiedMet
correctness.v5_answer_outcome_vs_control_days: satisfiedMet
correctness.v5_answer_decision_timing_status: satisfiedMet
correctness.v5_capacity_evidence_complete: read the readiness standard, CloudCap order VEND-36, change approval CHG-36, the Linear reservation and the status-page cutover notice before changing stateNot met
deployment.v5_decision_evidence_precedes_record: derive the capacity plan only after every source fact it depends on has been read successfullyNot met
deployment.v5_record_precedes_handoff: satisfiedMet
correctness.v5_approval_applied_to_selected_scope: apply CHG-36 to expedite_capacity only and keep release_reserved_capacity outside current authorityNot met
correctness.v5_handoff_is_natural_completion: satisfiedMet
correctness.v5_handoff_states_selected_option: state the selected option (expedite_capacity) in the scoped completion handoffNot met
correctness.v5_handoff_states_outcome_date: state the outcome date (2026-03-04) in the scoped completion handoffNot met
correctness.v5_handoff_states_approval_reference: satisfiedMet
correctness.v5_handoff_states_timing_status: state the timing status (ON_TIME) in the scoped completion handoffNot met
correctness.v5_handoff_states_binding_constraint: state the binding constraint (CloudCap expedited capacity on 2026-03-04) in the scoped completion handoffNot met

passed=0.0; pass threshold=1.0 investigation.scope; investigation.authority; investigation.live_state; analysis.causal_reasoning; analysis.capacity_plan; decision.supported_path; decision.options; state.primary; state.coordination; verification.outcome; verification.readback; execution.sequence; answer.insights; execution.efficiency; execution.delivery Partial native reward: 0.3636. The recorded native verdict determines task success.