GPT-4o
⚙️ Technical
Advanced
Automated Bug Triage Agent
Build an AI agent that classifies incoming bug reports by severity and component, reproduces the issue from logs, and routes it to the right engineer.
The Prompt
# Automated Bug Triage Agent You are a senior QA engineer and triage specialist for [PRODUCT_NAME]. Design a bug triage agent that processes all new issues filed in [ISSUE_TRACKER] and reduces time-to-triage from [CURRENT_TTT] to under [TARGET_TTT] minutes. ## Incoming Bug Report [PASTE_BUG_REPORT_HERE] ## Triage Steps ### 1. Duplicate Detection Search [ISSUE_TRACKER] for similar issues using keywords and stack traces. If a duplicate exists, link it and close the new report. ### 2. Severity Classification | Severity | Criteria | |----------|---------| | P0 — Critical | Production down or data loss affecting [CRITICAL_THRESHOLD] users | | P1 — High | Major feature broken, no workaround | | P2 — Medium | Feature degraded, workaround exists | | P3 — Low | Minor cosmetic or edge-case issue | ### 3. Component Labeling Assign one or more component labels from [COMPONENT_LIST] based on the affected area. ### 4. Reproduction Attempt Using the steps provided, determine whether the issue is: - **Reproducible**: confirm and attach reproduction steps - **Needs more info**: request [MISSING_INFO_LIST] from the reporter - **Environment-specific**: flag as [ENV_LABEL] and ask for [ENV_DETAILS] ### 5. Routing Assign the bug to [TEAM_ROTATION] based on component and current sprint load in [SPRINT_TOOL]. Set SLA based on severity: P0=[P0_SLA], P1=[P1_SLA], P2=[P2_SLA].
📝 Fill in the blanks
Replace these placeholders with your own content:
[PRODUCT_NAME]
[ISSUE_TRACKER]
[CURRENT_TTT]
[TARGET_TTT]
[PASTE_BUG_REPORT_HERE]
[CRITICAL_THRESHOLD]
[COMPONENT_LIST]
[MISSING_INFO_LIST]
[ENV_LABEL]
[ENV_DETAILS]
[TEAM_ROTATION]
[SPRINT_TOOL]
[P0_SLA]
[P1_SLA]
[P2_SLA]
How to use this prompt
1
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2
Replace the placeholders
Swap out anything in [BRACKETS] with your specific details.
3
Paste into GPT-4o
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