🐛 Bug Fixes & Improvements

Enhanced Error Diagnostics

• Added stop reason to error messages when LLM fails to generate tool calls
• If stop reason is length, increase max_tokens parameter for the affected agent in provider settings
• Improves troubleshooting and configuration optimization

DuckDuckGo Search Stability

• Migrated to new DuckDuckGo API with HTML response parsing
• Added comprehensive test coverage with real-world search scenarios
• Significantly improved reliability and result quality

Provider Guardrails Bypass

• Added explicit authorization framework to all agent prompts
• Prevents blocking by OpenAI, Anthropic, and Google Gemini content filters
• Clarified penetration testing context as pre-authorized activity

OpenAI Configuration Updates

• Temporarily switched from gpt-5 to o4-mini for primary agent and assistant due to OpenAI prompt evaluation instability
• Increased max_tokens limits across multiple agents for better output capacity
• Recommendation: Enable Human-in-the-loop mode (ASK_USER=true in .env) when using OpenAI provider for improved stability

Additional Improvements

• Enhanced message formatting in vector store communications with document match scores
• Improved clarity in generator and refiner prompts for user task interpretation
• Added customer interaction protocol for AskUser tool

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Full Changelog: https://github.com/vxcontrol/pentagi/compare/v1.0.0...v1.0.1