A detailed root cause analysis of the Forge AI coding assistant's quality degradation incident on July 12, 2025, including the impact of aggressive conversation compaction and steps taken for future prevention and stability improvements.

An in-depth comparison of Claude Sonnet 4 and Gemini 2.5 Pro Preview for AI-assisted coding, evaluating their efficiency, cost-effectiveness, and critical instruction adherence in real-world development workflows.