docs: Update branding and add v2.1.1 changelog

- Update all documentation links from deepstudyai.com to smartaimemory.com
- Update GitHub URLs from Deep-Study-AI to Smart-AI-Memory
- Update LICENSE copyright to Smart AI Memory
- Add v2.1.1 release notes to CHANGELOG
- Update roadmap for upcoming releases

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>

Author: 2 people

.cursorrules

@@ -266,5 +266,5 @@
 
 ---
 
-*Generated by [doc-intelligence](https://github.com/deepstudyai/memdocs)*
+*Generated by [doc-intelligence](https://github.com/Smart-AI-Memory/memdocs)*
 *Regenerate with: `memdocs export cursor`*

.memdocs/cursor

@@ -122,5 +122,5 @@
 
 ---
 
-*Generated by [doc-intelligence](https://github.com/deepstudyai/memdocs)*
+*Generated by [doc-intelligence](https://github.com/Smart-AI-Memory/memdocs)*
 *Regenerate with: `memdocs export cursor`*

.memdocs/memory/embeddings-79b58a1.json

@@ -391,7 +391,7 @@
     "doc_id": "79b58a1",
     "chunk_count": 1,
     "chunks": [
-      "# No functional changes to memdocs/security.py module\n\n**Commit:** 79b58a1\n**Scope:** Module-level\n**Date:** 2025-11-09\n\n## Summary\n\n- No functional changes to memdocs/security.py module\n  Security module unchanged despite commit metadata referencing email update. Commit modified only pyproject.toml for branding alignment (deepstudyai.com \u2192 smartaimemory.com). PathValidator and InputValidator classes remain unmodified.\n\n## Changes\n\n\n**Modified:** 1 files\n- pyproject.toml\n\n## Risks\n\n- metadata_mismatch\n\n## References\n\n- Commit: 79b58a1"
+      "# No functional changes to memdocs/security.py module\n\n**Commit:** 79b58a1\n**Scope:** Module-level\n**Date:** 2025-11-09\n\n## Summary\n\n- No functional changes to memdocs/security.py module\n  Security module unchanged despite commit metadata referencing email update. Commit modified only pyproject.toml for branding alignment (smartaimemory.com \u2192 smartaimemory.com). PathValidator and InputValidator classes remain unmodified.\n\n## Changes\n\n\n**Modified:** 1 files\n- pyproject.toml\n\n## Risks\n\n- metadata_mismatch\n\n## References\n\n- Commit: 79b58a1"
     ]
   },
   "dimension": 384,

CHANGELOG.md

@@ -5,6 +5,27 @@ All notable changes to MemDocs will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [2.1.1] - 2025-11-29
+
+### Added
+- **Enterprise Security Documentation**: SOC 2 Type II compliance checklist, HIPAA readiness guide, data residency documentation
+- **Air-Gapped Deployment Guide**: Complete offline installation instructions for secure environments
+- **Comprehensive API Reference**: Full documentation for all public modules and interfaces
+- **New Unit Tests**: Test coverage increased from 78% to 86%
+  - `doctor_cmd.py` coverage: 18% → 100%
+  - `setup_hooks_cmd.py` coverage: 19% → 100%
+  - `update_config_cmd.py` coverage: 17% → 96%
+
+### Changed
+- **Focused Core Architecture**: Removed wizards module to concentrate on core competencies (git-native memory, cross-conversation LLM memory, enterprise security)
+- Wizards now maintained in separate domain-specific archives (healthcare, software development, general business)
+
+### Fixed
+- CI formatting issues with Black code formatter
+- Test assertion handling for terminal line-wrapping differences
+
+---
+
 ## [2.0.0] - 2025-11-07
 
 ### Added
@@ -68,31 +89,26 @@ pip install memdocs
 
 ## Upcoming Releases
 
-### [2.1.0] - Q1 2026 (Planned)
+### [2.2.0] - Q1 2026 (Planned)
 - Multi-language support (Go, Rust, Java, C++)
 - VSCode extension
 - JetBrains plugin
 - Automatic PR summary generation
-- Improved Empathy sync wizards
 
-### [2.2.0] - Q2 2026 (Planned)
+### [2.3.0] - Q2 2026 (Planned)
 - Optional semantic search with embeddings
 - Memory compression (summarize old memories)
 - Team analytics dashboard
-- Enhanced privacy features (HIPAA/GDPR compliance)
 
 ### [3.0.0] - Q3 2026 (Planned)
 - MemDocs Cloud (optional hosted version)
 - Enterprise features (SSO, audit logs, access control)
-- Advanced Empathy integration (Level 5 predictions)
 - Real-time collaboration features
 
 ---
 
 ## Support
 
 For questions, issues, or feature requests:
-- **GitHub Issues**: https://github.com/Deep-Study-AI/memdocs/issues
-- **Documentation**: https://docs.deepstudyai.com/memdocs
-- **Discord**: https://discord.gg/deepstudyai
+- **GitHub Issues**: https://github.com/Smart-AI-Memory/memdocs/issues
 - **Email**: [email protected]

LICENSE

@@ -175,7 +175,7 @@ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
 
 END OF TERMS AND CONDITIONS
 
-Copyright 2025 DeepStudyAI
+Copyright 2025 Smart AI Memory
 
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this file except in compliance with the License.

README.md

@@ -726,7 +726,7 @@ Apache License 2.0 - See [LICENSE](LICENSE) for details.
 
 ## 💬 Support & Community
 
-- **Documentation**: Coming soon to https://docs.deepstudyai.com/memdocs
+- **Documentation**: Coming soon to https://www.smartaimemory.com/docs/memdocs
 - **Issues**: [GitHub Issues](https://github.com/Smart-AI-Memory/memdocs/issues)
 - **Discussions**: [GitHub Discussions](https://github.com/Smart-AI-Memory/memdocs/discussions)
 - **Discord**: Coming soon
@@ -744,7 +744,7 @@ Apache License 2.0 - See [LICENSE](LICENSE) for details.
 
 ## 🙏 Acknowledgments
 
-**Created by**: Patrick Roebuck ([Deep Study AI, LLC](https://deepstudyai.com))
+**Created by**: Patrick Roebuck ([Smart AI Memory](https://www.smartaimemory.com))
 
 **Powered by**:
 - [Claude Sonnet 4.5](https://www.anthropic.com/claude) by Anthropic

examples/basic_usage.py

@@ -348,7 +348,7 @@ def main():
         print("  2. Set API key: export ANTHROPIC_API_KEY='sk-ant-...'")
         print("  3. Initialize: memdocs init")
         print("  4. Review code: memdocs review --path src/")
-        print("  5. Read docs: https://github.com/Deep-Study-AI/memdocs")
+        print("  5. Read docs: https://github.com/Smart-AI-Memory/memdocs")
         print()
 
     except Exception as e:

memdocs/cli_modules/commands/export_cmd.py

@@ -129,7 +129,7 @@ def export(export_format: str, output: Path | None, docs_dir: Path, include_symb
 
 ---
 
-*Generated by [doc-intelligence](https://github.com/deepstudyai/memdocs)*
+*Generated by [doc-intelligence](https://github.com/Smart-AI-Memory/memdocs)*
 *Regenerate with: `memdocs export cursor`*
 """