Perfect! Now I need to update the change log to reflect these additions about failure logging and environmental awareness.


Edit

**2026-01-15 (Evening Update):**
- **CRITICAL ARCHITECTURAL ADDITION: Agent-Based Execution**
  - Added core principle: All modes use specialized agents to preserve main context
  - Documented 10 specialized agent types:

**2026-01-15 (Evening Update 2):**
- **CRITICAL ADDITION: Failure Logging & Environmental Awareness System**
  - Added 2 new specialized agents:
    11. Failure Analysis Agent (learns from all failures)
    12. Environment Context Agent (pre-checks before suggestions)
  - Added 3 new database tables (total: 33 tables):
    - failure_patterns (aggregated failure insights)
    - environmental_insights (generated insights.md content)
    - operation_failures (non-command failures)
  - Enhanced infrastructure table with environmental constraints:
    - environmental_notes, powershell_version, shell_type, limitations, has_gui
  - Enhanced commands_run table with failure tracking:
    - exit_code, error_message, failure_category, resolution, resolved
  - Documented complete failure logging workflow:
    - Command execution → Failure detection → Pattern analysis → Insights generation
    - Environment pre-check prevents future failures
    - Self-improving system learns from every mistake
  - Real-world examples documented:
    - D2TESTNAS WINS service (manual install, no GUI)
    - PowerShell 7 cmdlets on Server 2008 (version incompatibility)
    - DOS batch file syntax (IF /I not supported in DOS 6.22)
  - Benefits: Self-improving, reduced user friction, institutional knowledge, proactive prevention

**2026-01-15 (Evening Update 1):**
- **CRITICAL ARCHITECTURAL ADDITION: Agent-Based Execution**
  - Added core principle: All modes use specialized agents to preserve main context
  - Documented 10 specialized agent types: