Bug Report Triage Pipeline

Bug Report Triage Pipeline

Classifies incoming bug reports, extracts structured details, and triages by severity

Defang Content

Neutralises potentially dangerous content in code snippets, URLs, and commands before display or processing

Format Conversion

Converts content between output formats: markdown, plain text, email HTML, JSON, CSV, presentation outline

Intent Classification

Analyses text input and classifies it into intent categories

PII Masking

Detects and masks personally identifiable information before content is processed or stored

Structured Data Extraction

Extracts structured fields and data points from unstructured text

Bug Report Triage

Combines classified intent, extracted details, and incident response guidelines to assign severity and triage actions

Classify Bug Intent

Classifies incoming bug reports by intent — bug, feature request, question, or other

Extract Bug Details

Guides structured data extraction for bug-report-specific fields

LLM Service

Language model service for analysis, synthesis, and document generation

Incident Response Plan

Reference document defining severity levels, response procedures, and escalation paths for production incidents