Java Stack Trace Formatter

The tool provides deterministic normalization and formatting of Java stack traces to support debugging workflows. It accepts raw trace text and returns a standardized representation that preserves the call order and root-cause context, enabling faster triage and automation. Users include backend engineers, SREs, and QA teams handling large log volumes or crash dumps. The system conceptually identifies Java frames such as 'at package.Class.method(File.java:123)' and separates 'Caused by' sections to expose the root cause first, while preserving the sequence of internal calls. Core value lies in consistent formatting across heterogeneous logs and in structured data suitable for pipelines. Key capabilities include line-ending normalization, optional root-cause extraction, and an output mode that supports both human-readable text and machine-friendly JSON. Use cases span post-crash analysis, log aggregation, and incident reports, where standardized traces reduce context-switching and improve automation readiness. The tool avoids executing code, relies on static pattern matching, and remains agnostic to specific application frameworks, making it applicable to diverse Java ecosystems. It also provides safeguards for very large traces and gracefully handles non-conforming traces by returning best-effort frame extraction while preserving non-frame lines for investigation.