- Remove `verbose` parameter from Agents() calls across all examples
- Remove `markdown` parameter from Agent() initialization
- Change `model` to `llm` in observability example
- Remove unused `kind` parameter from obs.span()
- Fix thinking_budget initialization to use property setter instead of constructor
- Add missing `instructions` parameter to routellm_example.py Agent
- Add Code category in Key Features table (like Workflows)
- Add individual examples for each external agent:
- claude_code_example.py
- gemini_cli_example.py
- codex_cli_example.py
- cursor_cli_example.py
- external_agents_example.py (all integrations)
- code_editing_example.py
- Link to individual docs pages for each integration
- Organize code-related features under Code category
- Add autoagents_workflow_patterns.py with all 6 workflow patterns
- Update auto_agents_example.py with new features and CLI examples
- Add orchestrator-workers and evaluator-optimizer patterns to README CLI section
- Update pattern options table with all 6 patterns
- Add documentation links to examples
- Remove temporary debugging scripts (check_*.py, test_*.py)
- Improve exception handling in metrics display with specific error types
- Fix unused variable in cost estimation example
- Maintain zero performance overhead for existing features
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-authored-by: Mervin Praison <[email protected]>
- Add metrics parameter to Agent class with auto-display capability
- Fix missing run() method in PraisonAIAgents (add alias to start)
- Auto-display token usage when any agent has metrics=True
- Simplify all examples to use single parameter approach
- Maintain zero performance impact with O(1) operations
- Keep backward compatibility with existing methods
BREAKING: Massively simplified API - just Agent(metrics=True)!
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-authored-by: Mervin Praison <[email protected]>
Add 5 detailed examples demonstrating token tracking features:
- Basic token tracking for simple workflows
- Session metrics across multiple agents
- Cost estimation and budget management
- Telemetry integration for enterprise monitoring
- Advanced agent integration with real-time analysis
Each example includes documentation and best practices
for production usage. Examples are self-contained and
demonstrate zero-performance-impact implementation.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-authored-by: Mervin Praison <[email protected]>
- Fix ZeroDivisionError in 02_multi_agent_workflow_monitoring.py by adding zero-check for call counts
- Improve async handling in 04_async_agent_monitoring.py with better simulation and timing
- Fix UnboundLocalError in 05_error_handling_monitoring.py by correcting variable references
- Add zero-check protection in 07_hierarchical_agents_monitoring.py to prevent division errors
- Remove unused json import from 08_custom_tools_monitoring.py
- Remove unused timedelta import from 09_streaming_monitoring.py
- Fix UnboundLocalError in 10_comprehensive_dashboard.py by initializing avg_function_time variable
🤖 Generated with Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <[email protected]>
Mervin Praison