v1.2.0

Comfy-Org/ComfyUIv1.2.0Feb 25, 2026by asdek
AI Summary

Major upgrade introducing advanced reasoning models, token caching, JWT-based REST API, and comprehensive observability with Langfuse v3.
Key Highlights

Complete integration of reasoning models (Gemini 2.5/3.0, Claude Sonnet 4+, DeepSeek R1)
Token caching reducing input costs by 40-70%
JWT-based REST API with OpenAPI specifications
Migration to Langfuse v3 with enhanced LLM operation tracking
Experimental Sploitus integration for vulnerability search
New Features

GraphQL subscriptions for real-time flow updates
PDF Report Generation using @react-pdf/renderer
User Favorites system for flow management
Podman support for rootless deployments
Standardized token usage reporting across providers
Full Release Notes

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> 🚀 **PentAGI 1.2 - Enhanced AI Capabilities!** Major upgrade bringing latest reasoning models, token caching, comprehensive analytics, and REST API access for seamless integration with automation platforms.

[![Discord](https://img.shields.io/badge/Discord-7289DA?logo=discord&logoColor=white)](https://discord.gg/2xrMh7qX6m)⠀[![Telegram](https://img.shields.io/badge/Telegram-2CA5E0?logo=telegram&logoColor=white)](https://t.me/+Ka9i6CNwe71hMWQy)

</div>

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### 🎯 Major Features

**🧠 Latest Reasoning Models Support** - Complete integration of cutting-edge AI models with native reasoning capabilities:
- Gemini 2.5/3.0 family with thinking tokens support
- Anthropic Claude Sonnet 4+ with extended reasoning
- DeepSeek R1 and Kimi K2.5 in reasoning mode
- OpenAI o-series models with signature thoughts
- OpenRouter and OpenAI-compatible endpoints with reasoning content preservation

**💰 Token Caching & Cost Optimization** - Intelligent prompt caching reduces input token costs by 40-70% in multi-turn agent conversations:
- Native caching support for Anthropic (ephemeral cache controls) and Gemini (pre-created content caching)
- Automatic cache hit tracking with detailed analytics
- Particularly effective for long-context penetration testing sessions
- Standardized cache token reporting across all providers

**📊 Usage Analytics & Monitoring** - Comprehensive REST API endpoints for detailed resource utilization tracking:
- Token usage breakdown by agent type (researcher/developer/executor)
- Cost analysis with cache read/write separation
- Execution time metrics per flow and subtask
- Tool call frequency statistics
- Foundation for visual analytics dashboard (coming in v1.3)

**🔑 API Token Management** - JWT-based API authentication enables programmatic access to PentAGI:
- Generate and manage API tokens through web interface
- Full REST and GraphQL API access for automation
- OpenAPI specifications for client code generation in any language
- Integration-ready for n8n, OpenClaw, Claude Desktop, and custom solutions
- Foundation for official MCP server (planned for future releases)

**🔍 Sploitus Integration** - Experimental support for vulnerability search engine:
- Cloudflare-protected service requires IP reputation verification
- Use built-in `ftester` utility to check your IP reputation before enabling
- Configure via `SPLOITUS_ENABLED` environment variable

**📡 Langfuse v3 Observability** - Complete migration to Langfuse v3 standard with enhanced LLM operations tracking:
- Observation type separation: Spans, Generations, Agents, Tools, Chains, Retrievers, Evaluators, Embeddings, Guardrails
- Enhanced message chain visualization with Playground mode navigation
- Detailed Score metrics and execution time logging
- Improved variable and metadata tracking across all observation types

### 🚀 New Features

- **Reasoning Content Preservation**: Smart message chain summarization that maintains reasoning signatures for models requiring strict conversation structure
- **Tool Call ID Templates**: Configurable tool call ID format enforcement for LLM backends with strict validation requirements
- **User Preferences System**: Favorite flows management with persistent preferences storage
- **GraphQL Subscriptions**: Real-time flow updates with user-specific event publishing
- **Docker Build Versioning**: Embedded version and revision information in container images with dedicated build scripts for Linux/macOS/Windows
- **Enhanced Error Diagnostics**: Stop reason included in error messages (e.g., `length` indicates need to increase `max_tokens`)
- **PDF Report Generation**: Export flow results to PDF using `@react-pdf/renderer` library
- **User Favorites**: Add and manage favorite flows with dedicated GraphQL mutations
- **Podman Support**: Official documentation for running PentAGI with Podman in rootless mode

### 🎨 UI/UX Improvements

- **Enhanced Theme Handling**: Improved dark/light/system theme switching with automatic system preference detection
- **Better Authentication Flow**: Safe return URL handling with validation to prevent open redirect vulnerabilities
- **Google OAuth Fix**: Resolved CORS issues and improved cookie handling for Google OAuth integration
- **Flow Subscriptions**: Real-time flow updates in UI via GraphQL subscriptions with user-scoped events
- **Settings Form Validation**: Stronger password requirements with visibility toggles
- **Enhanced Report Generation**: Fixed markdown rendering issues in flow reports

### 🐛 Key Fixes

- **Resource Leak Prevention**: Fixed response body leaks in browser tool, added tar header size validation in terminal operations, properly close tarWriter to prevent incomplete archives (#101)
- **Security Hardening**: 
  - OAuth state parameter validation with explicit CSRF checks (#101)
  - Session expiry enforcement in authentication middleware
  - SameSite cookie attributes for CSRF protection
  - Browser tool HTTP client timeout (30s) to prevent indefinite hangs
  - Authorization string typos fixed (trailing quotes causing ACL failures)
- **TLS Configuration**: Respect `EXTERNAL_SSL_INSECURE` config in Langfuse client, load custom CA certificates from `EXTERNAL_SSL_CA_PATH`, use system cert pool as base (#132)
- **Terminal Command Logic**: Corrected terminal command handling logic (#124)
- **Swagger Documentation**: Fixed missing closing quotes in OpenAPI annotations
- **Code Quality**: Removed debug console.log statements from production code
- **Traversaal API**: Updated integration after vendor-side API specification changes
- **Nil Pointer Checks**: Added nil checks for Langfuse client before ForceFlush operations

### 🔧 Infrastructure Improvements

- **LangChainGo v0.1.14-update.1**: Major dependency update with 6 months of accumulated improvements:
  - Signature thoughts support for Anthropic, Gemini, OpenAI providers
  - Message chain caching for Gemini and Anthropic with token savings tracking
  - Standardized usage format across all providers with unified field names
  - Comprehensive test coverage for LLM scenarios including multi-turn conversations, function calling, caching validation
  - Migrated Google AI provider to `google.golang.org/genai` from deprecated SDK
  - Bedrock Converse API support for Anthropic Claude models
  - Enhanced streaming with proper resource cleanup (memory leak fixes)
- **Alpine 3.23.3**: Updated base Docker image with latest security patches
- **Model Updates**: Switched from deprecated gemini-2.0-flash-lite to gemini-2.5-flash-lite with adjusted pricing
- **GitHub Actions Modernization**: Upgraded all workflows for Node 24 compatibility
- **Dependency Security Updates**:
  - axios 1.13.2 → 1.13.5
  - lodash 4.17.21 → 4.17.23
  - diff 5.2.0 → 5.2.2
  - jspdf 4.1.0 → 4.2.0
- **External Network Access**: Comprehensive documentation for configuring PentAGI accessibility from other machines with firewall setup instructions
- **Entrypoint Script**: SSL certificate generation management for enhanced security setup

### 🔄 Performance & Architecture

- **Standardized Token Usage**: All LLM providers now return consistent token fields (`PromptTokens`, `CompletionTokens`, `TotalTokens`, `CacheCreationTokens`, `CacheReadTokens`)
- **Enhanced Logging**: Enriched log fields with flow/task/subtask IDs for better traceability
- **Observation Framework**: Refactored observability with W3C Trace Context compliance (newSpanID/newTraceID functions)
- **Chain Summarization**: Enhanced algorithm with critical guarantees preserving last N QA sections even if exceeding size limits, ensuring reasoning signatures retention
- **Improved Metadata Handling**: Stop reason tracking in generation metadata for better observability

### 📚 Documentation

- **Typo Fixes**: Comprehensive typo corrections across documentation and code comments (#121):
  - "PegtAGI" → "PentAGI" in frontend README
  - "Depp Infra" → "Deep Infra", "Traversal" → "Traversaal" in EULA
  - OAuth environment variable names aligned with `.env.example`
  - Fixed filename typos (sreenshots.go → screenshots.go, wizard-integation → wizard-integration)
- **External Access Guide**: Step-by-step instructions for PENTAGI_LISTEN_IP, PUBLIC_URL, CORS_ORIGINS configuration
- **Podman Documentation**: Running PentAGI with Podman in rootless mode with non-privileged ports

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📖 **Documentation**: For detailed setup instructions, visit the [README](https://github.com/vxcontrol/pentagi#readme) and [Quick Start Guide](https://pentagi.com/get-started)

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## New Contributors
* @mason5052 made their first contribution in https://github.com/vxcontrol/pentagi/pull/120
* @Priyanka-2725 made their first contribution in https://github.com/vxcontrol/pentagi/pull/124
* @SkyFlyingMouse made their first contribution in https://github.com/vxcontrol/pentagi/pull/128
* @Vaibhavee Singh made their first contribution (documentation for external network access)
* @salmanmkc made their first contribution in https://github.com/vxcontrol/pentagi/pull/111
* @s-b-repo made their first contribution in https://github.com/vxcontrol/pentagi/pull/83

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**Full Changelog**: https://github.com/vxcontrol/pentagi/compare/v1.1.0...v1.2.0