February 2026: Implemented automatic operation discovery and PyTorch-style documentation generation for Forge. Key outcomes: automatic discovery of 78 operations from forge/forge/op/*.py using Python AST; generation of 78 operation pages plus a categorized index page; no manual entry required for new ops; improved docstrings, signatures, and parameter descriptions; fixed incorrect descriptions (e.g., Abs vs Sigmoid) and edge-case handling for missing docstrings. Impact: accelerates developer onboarding, improves API discoverability, reduces maintenance burden, and ensures docs stay in sync with code. Technologies: Python AST, docstring parsing, PyTorch-style docs, automated doc generation pipeline. Business value: faster API adoption, fewer support tickets, consistent docs across the codebase.

Concise monthly summary for 2025-11 highlighting business value and technical achievements in StableHLO integration for tenstorrent/tt-mlir. Focused on delivering end-to-end op builders, golden references, and tests, with emphasis on reliability, maintainability, and performance readiness.