Commit Graph

192 Commits

Author SHA1 Message Date
73c0fcd908 fix: ensure DEV mode warning appears in Docker logs on startup
- Add FastAPI @app.on_event("startup") handler to display warning
- Previously only appeared when running directly (not via uvicorn)
- Add DEPLOYMENT_MODE and PRESERVE_DEV_DATA to docker-compose.yml
- Update CHANGELOG.md with fix documentation

Fixes issue where dev mode banner wasn't visible in Docker logs
because uvicorn imports app without executing __main__ block.
v0.3.0-alpha.8
2025-11-01 13:40:15 -04:00
7aa93af6db feat: add resume mode and idempotent behavior to /simulate/trigger endpoint
BREAKING CHANGE: end_date is now required and cannot be null/empty

New Features:
- Resume mode: Set start_date to null to continue from last completed date per model
- Idempotent by default: Skip already-completed dates with replace_existing=false
- Per-model independence: Each model resumes from its own last completed date
- Cold start handling: If no data exists in resume mode, runs only end_date as single day

API Changes:
- start_date: Now optional (null enables resume mode)
- end_date: Now REQUIRED (cannot be null or empty string)
- replace_existing: New optional field (default: false for idempotent behavior)

Implementation:
- Added JobManager.get_last_completed_date_for_model() method
- Added JobManager.get_completed_model_dates() method
- Updated create_job() to support model_day_filter for selective task creation
- Fixed bug with start_date=None in price data checks

Documentation:
- Updated API_REFERENCE.md with complete examples and behavior matrix
- Updated QUICK_START.md with resume mode examples
- Updated docs/user-guide/using-the-api.md
- Added CHANGELOG_NEW_API.md with migration guide
- Updated all integration tests for new schema
- Updated client library examples (Python, TypeScript)

Migration:
- Old: {"start_date": "2025-01-16"}
- New: {"start_date": "2025-01-16", "end_date": "2025-01-16"}
- Resume: {"start_date": null, "end_date": "2025-01-31"}

See CHANGELOG_NEW_API.md for complete details.
v0.3.0-alpha.7
2025-11-01 13:34:20 -04:00
b9353e34e5 feat: add prominent startup warning for DEV mode
Add comprehensive warning display when server starts in development mode
to ensure users are aware of simulated AI calls and data handling.

Changes:
- Add log_dev_mode_startup_warning() function in deployment_config.py
- Display warning on main.py startup when DEPLOYMENT_MODE=DEV
- Display warning on API server startup (api/main.py)
- Warning shows AI simulation status and data persistence behavior
- Provides clear instructions for switching to PROD mode

The warning is highly visible and informs users that:
- AI API calls are simulated (no costs incurred)
- Data may be reset between runs (based on PRESERVE_DEV_DATA)
- System is using isolated dev database and paths

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-01 12:57:54 -04:00
d656dac1d0 feat: add API authentication feature to roadmap
- Add v1.1.0 API Authentication & Security as next priority after v1.0.0
- Include comprehensive security features: API keys, RBAC, rate limiting, audit trail
- Add security warning to v1.0.0 noting lack of authentication
- Resequence all subsequent versions (v1.1-v1.6) to accommodate new feature
- Update version history to reflect new roadmap structure

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

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-01 12:52:22 -04:00
4ac89f1724 docs: restructure roadmap with v1.0 stability milestone and v1.x features
Major changes:
- Simplified v0.4.0 to focus on smart date-based simulation API with automatic resume
- Added v1.0.0 milestone for production stability, testing, and validation
- Reorganized post-1.0 features into manageable v1.x releases:
  - v1.1.0: Position history & analytics
  - v1.2.0: Performance metrics & analytics
  - v1.3.0: Data management API
  - v1.4.0: Web dashboard UI
  - v1.5.0: Advanced configuration & customization
- Moved quantitative modeling to v2.0.0 (major version bump)

Key improvements:
- v0.4.0 now has single /simulate/to-date endpoint with idempotent behavior
- Explicit force_resimulate flag prevents accidental re-simulation
- v1.0.0 includes comprehensive quality gates and production readiness checklist
- Each v1.x release focuses on specific domain for easier implementation
v0.3.0-alpha.6
2025-11-01 12:23:11 -04:00
0e739a9720 Merge rebrand from AI-Trader to AI-Trader-Server
Complete rebrand of project to reflect REST API service architecture:
- Updated all documentation (README, guides, API reference)
- Updated Docker configuration (compose, Dockerfile, images)
- Updated all repository URLs to Xe138/AI-Trader-Server
- Updated all Docker images to ghcr.io/xe138/ai-trader-server
- Added fork acknowledgment crediting HKUDS/AI-Trader
- Updated GitHub Actions workflows and shell scripts

All 4 phases completed with validation checkpoints.

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-01 12:11:34 -04:00
85cfed2617 docs: add implementation plan and update roadmap 2025-11-01 12:11:27 -04:00
67454c4292 refactor: update shell scripts for AI-Trader-Server rebrand
Update all shell scripts to use the new AI-Trader-Server naming throughout.

Changes:
- main.sh: Update comments and echo statements
- entrypoint.sh: Update startup message
- scripts/validate_docker_build.sh: Update title, container name references,
  and docker image tag from ai-trader-test to ai-trader-server-test
- scripts/test_api_endpoints.sh: Update title and docker-compose command

Part of Phase 4: Internal Configuration & Metadata (Task 19)
2025-11-01 12:05:16 -04:00
123915647e refactor: update GitHub Actions workflow for AI-Trader-Server rebrand
Update Docker image references and repository URLs in the Docker release
workflow to reflect the rebrand from AI-Trader to AI-Trader-Server.

Changes:
- Workflow name: Build and Push AI-Trader-Server Docker Image
- Docker image tags: ai-trader → ai-trader-server
- Repository URLs: Xe138/AI-Trader → Xe138/AI-Trader-Server
- Release notes template updated with new image names

Part of Phase 4: Internal Configuration & Metadata (Task 18)
2025-11-01 12:03:43 -04:00
3f136ab014 docs: update maintainer docs for AI-Trader-Server rebrand
Update maintainer documentation files:
- docs/DOCKER.md: Update git clone URL, Docker image references
  (ghcr.io/hkuds/ai-trader to ghcr.io/xe138/ai-trader-server),
  container/service names, and backup filenames
- docs/RELEASING.md: Update GitHub Actions URLs, Docker registry
  paths, container package URLs, and all release examples

All maintainer docs now reference the correct repository and Docker
image paths.

Part of Phase 3: Developer & Deployment Documentation
2025-11-01 12:00:22 -04:00
6cf7fe5afd docs: update reference docs for AI-Trader-Server rebrand
Update reference documentation:
- data-formats.md: Update description to reference AI-Trader-Server

Part of Phase 3: Developer & Deployment Documentation
2025-11-01 11:58:30 -04:00
41a369a15e docs: update deployment docs for AI-Trader-Server rebrand
Update deployment documentation files:
- docker-deployment.md: Update git clone URL, Docker image references
  (ghcr.io/xe138/ai-trader to ghcr.io/xe138/ai-trader-server), and
  container/service names (ai-trader to ai-trader-server)
- monitoring.md: Update container names in all docker commands
- scaling.md: Update multi-instance service names and Docker image
  references

All deployment examples now use ai-trader-server naming.

Part of Phase 3: Developer & Deployment Documentation
2025-11-01 11:58:04 -04:00
6f19c9dbe9 docs: update developer docs for AI-Trader-Server rebrand
Update developer documentation files:
- CONTRIBUTING.md: Update title to AI-Trader-Server
- development-setup.md: Update git clone URL from
  github.com/Xe138/AI-Trader to github.com/Xe138/AI-Trader-Server
- testing.md: Update title to reference AI-Trader-Server

Part of Phase 3: Developer & Deployment Documentation
2025-11-01 11:56:58 -04:00
573264c49f docs: update user-guide docs for AI-Trader-Server rebrand
Update all user-guide documentation files:
- configuration.md: Update title and container name references
- using-the-api.md: Update title
- integration-examples.md: Update title, class names
  (AsyncAITraderServerClient), container names, DAG names, and log paths
- troubleshooting.md: Update title, container names (ai-trader to
  ai-trader-server), GitHub issues URL

All Docker commands and code examples now reference ai-trader-server
container name.

Part of Phase 3: Developer & Deployment Documentation
2025-11-01 11:56:01 -04:00
400d57b6ac chore: add dev mode databases and data directories to gitignore
Added dev database files and dev_agent_data directory to gitignore
to prevent runtime dev data from being committed to the repository.

Patterns added:
- data/jobs_dev.db
- data/*_dev.db
- data/dev_agent_data/

This ensures dev mode runtime data remains local and doesn't pollute
version control.
2025-11-01 11:55:08 -04:00
5c840ac4c7 docs: add dev mode implementation plan and test config
Added comprehensive implementation plan for development mode feature
and test configuration used during verification.

Files:
- docs/plans/2025-11-01-dev-mode-mock-ai.md: Complete 12-task plan
- configs/test_dev_mode.json: Test configuration for dev mode

These files document the feature implementation process and provide
reference configurations for testing.
2025-11-01 11:54:39 -04:00
3012c162f9 fix: correct dev database path resolution in main.py
Fix critical bug where dev mode was initializing the production database
path instead of the dev database path. The initialize_dev_database() call
now correctly uses get_db_path() to resolve to data/jobs_dev.db.

Impact:
- Before: DEV mode would reset data/jobs.db (production database)
- After: DEV mode correctly resets data/jobs_dev.db (dev database)

Testing:
- Verified database isolation between dev and prod
- Confirmed PRESERVE_DEV_DATA flag works correctly
- Validated dev mode banner and deployment mode detection

Documentation:
- Added comprehensive manual verification results
- Documented all test cases and outcomes
- Recorded fix details for future reference

Task: Task 12 - Manual Verification and Final Testing
Plan: docs/plans/2025-11-01-dev-mode-mock-ai.md
2025-11-01 11:54:33 -04:00
2460f168ee docs: update CLAUDE.md for AI-Trader-Server rebrand
Update project overview and Docker commands to reflect AI-Trader-Server
naming:
- Change project description to emphasize REST API service
- Update Docker image references from ghcr.io/hkuds/ai-trader to
  ghcr.io/xe138/ai-trader-server
- Update container names from ai-trader to ai-trader-server
- Update GitHub Actions URL to Xe138/AI-Trader-Server repository

Part of Phase 3: Developer & Deployment Documentation
2025-11-01 11:53:10 -04:00
82bad45f3d refactor: update configs/README.md project name
Update project name from 'AI-Trader Bench' to 'AI-Trader-Server' in
configuration documentation

Part of Phase 2: Configuration Files rebrand
2025-11-01 11:49:28 -04:00
a95495f637 refactor: update .env.example header comment
Update main header comment from 'AI-Trader Environment Configuration' to
'AI-Trader-Server Environment Configuration'

Part of Phase 2: Configuration Files rebrand
2025-11-01 11:49:17 -04:00
db7a987d4e refactor: add Docker metadata labels with new project name
Add OCI-compliant metadata labels:
- Title: AI-Trader-Server
- Description: REST API service for autonomous AI trading competitions
- Source: https://github.com/Xe138/AI-Trader-Server

Part of Phase 2: Configuration Files rebrand
2025-11-01 11:48:59 -04:00
6a675bc811 refactor: update docker-compose.yml service and container names
Update service name from 'ai-trader' to 'ai-trader-server'
Update container name from 'ai-trader' to 'ai-trader-server'
Update Docker image reference to ghcr.io/xe138/ai-trader-server:latest

Part of Phase 2: Configuration Files rebrand
2025-11-01 11:48:45 -04:00
fcf832c7d6 test: add end-to-end integration tests for dev mode 2025-11-01 11:41:22 -04:00
6905a10f05 docs: add development mode documentation
Add comprehensive development mode documentation to README.md, API_REFERENCE.md, and CLAUDE.md:

README.md:
- New "Development Mode" section after Configuration
- Quick start guide with environment variables
- Explanation of DEV vs PROD mode behavior
- Mock AI behavior and stock rotation details
- Environment variables reference
- Use cases and limitations

API_REFERENCE.md:
- New "Deployment Mode" section after health check
- Response format with deployment_mode fields
- DEV mode behavior explanation
- Health check example with deployment fields
- Use cases for testing and CI/CD

CLAUDE.md:
- New "Development Mode" subsection in Important Implementation Details
- Deployment modes overview
- DEV mode characteristics
- Implementation details with file references
- Testing commands and mock behavior notes

All sections explain:
- DEPLOYMENT_MODE environment variable (PROD/DEV)
- PRESERVE_DEV_DATA flag for dev data persistence
- Mock AI provider with deterministic stock rotation
- Separate dev database and data paths
- Use cases for development and testing
2025-11-01 11:33:58 -04:00
163cc3c463 docs: rebrand CHANGELOG.md to AI-Trader-Server
Update CHANGELOG.md with AI-Trader-Server rebrand:
- Project name: AI-Trader → AI-Trader-Server
- Repository URLs: Xe138/AI-Trader → Xe138/AI-Trader-Server
- Docker images: ghcr.io/xe138/ai-trader → ghcr.io/xe138/ai-trader-server
- Docker service name: ai-trader → ai-trader-server
2025-11-01 11:32:14 -04:00
6e9c0b4971 feat: add deployment_mode flag to API responses 2025-11-01 11:31:49 -04:00
10d370a5bf feat: add dev mode initialization to main entry point 2025-11-01 11:29:35 -04:00
32b508fa61 docs: rebrand API reference to AI-Trader-Server
Update API_REFERENCE.md for the AI-Trader-Server rebrand:
- Change title from "AI-Trader API Reference" to "AI-Trader-Server API Reference"
- Update description to reference AI-Trader-Server
- Rename client class examples from AITraderClient to AITraderServerClient
- Update Python and TypeScript/JavaScript code examples

Part of Phase 1 rebrand (Task 3)
2025-11-01 11:29:33 -04:00
b706a48ee1 docs: rebrand QUICK_START.md to AI-Trader-Server
Updates Quick Start Guide with rebranded project name:
- Project name: AI-Trader → AI-Trader-Server
- Repository URL: github.com/Xe138/AI-Trader → github.com/Xe138/AI-Trader-Server
- Container name: ai-trader → ai-trader-server
- GitHub issues link updated to new repository

Part of Phase 1 core documentation rebrand.
2025-11-01 11:27:10 -04:00
b09e1b0b11 feat: integrate mock AI provider in BaseAgent for DEV mode
Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-01 11:25:49 -04:00
6fa2bec043 docs: rebrand README.md to AI-Trader-Server
Phase 1, Task 1 of rebrand implementation:

- Update title from "AI-Trader: Can AI Beat the Market?" to "AI-Trader-Server: REST API for AI Trading"
- Update "What is AI-Trader?" section to "What is AI-Trader-Server?"
- Update all repository URLs from github.com/Xe138/AI-Trader to github.com/Xe138/AI-Trader-Server
- Update Docker image references from ghcr.io/xe138/ai-trader to ghcr.io/xe138/ai-trader-server
- Update Python client class name from AITraderClient to AITraderServerClient
- Update docker exec container name from ai-trader to ai-trader-server
- Add fork acknowledgment section before License, crediting HKUDS/AI-Trader
- Update back-to-top link to reference new title anchor

All changes emphasize REST API service architecture and maintain consistency with new project naming conventions.
2025-11-01 11:22:35 -04:00
837962ceea feat: integrate deployment mode path resolution in database module 2025-11-01 11:22:03 -04:00
8fb2ead8ff feat: add dev database initialization and cleanup functions 2025-11-01 11:20:15 -04:00
2ed6580de4 feat: add deployment mode configuration utilities 2025-11-01 11:18:39 -04:00
528b3786b4 docs: add rebrand design document for AI-Trader-Server
Add comprehensive design document for rebranding project from AI-Trader
to AI-Trader-Server. Includes 4-phase approach with validation
checkpoints, naming conventions, and success criteria.

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-01 11:17:17 -04:00
ab085e5545 fix: suppress unused parameter warnings in mock LangChain model 2025-11-01 11:16:51 -04:00
9ffd42481a feat: add LangChain-compatible mock chat model wrapper
🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-01 11:15:59 -04:00
b6867c9c16 feat: add mock AI provider for dev mode with stock rotation 2025-11-01 11:07:46 -04:00
f51c23c428 docs: add DEPLOYMENT_MODE configuration to env example 2025-11-01 11:03:51 -04:00
de5e3af582 fix: fixed buy me a coffee funding link 2025-11-01 11:03:24 -04:00
4020f51f92 chore: add GitHub funding configuration
Add sponsor links for GitHub Sponsors and Buy Me a Coffee.
2025-11-01 11:00:23 -04:00
6274883417 docs: remove reference to Chinese documentation
Remove link to README_CN.md as Chinese documentation is no longer maintained.
2025-11-01 10:45:27 -04:00
b3debc125f docs: restructure documentation for improved clarity and navigation
Reorganize documentation into user-focused, developer-focused, and deployment-focused sections.

**New structure:**
- Root: README.md (streamlined), QUICK_START.md, API_REFERENCE.md
- docs/user-guide/: configuration, API usage, integrations, troubleshooting
- docs/developer/: contributing, development setup, testing, architecture
- docs/deployment/: Docker deployment, production checklist, monitoring
- docs/reference/: environment variables, MCP tools, data formats

**Changes:**
- Streamline README.md from 831 to 469 lines
- Create QUICK_START.md for 5-minute onboarding
- Create API_REFERENCE.md as single source of truth for API
- Remove 9 outdated specification docs (v0.2.0 API design)
- Remove DOCKER_API.md (content consolidated into new structure)
- Remove docs/plans/ directory with old design documents
- Update CLAUDE.md with documentation structure guide
- Remove orchestration-specific references

**Benefits:**
- Clear entry points for different audiences
- No content duplication
- Better discoverability through logical hierarchy
- All content reflects current v0.3.0 API
2025-11-01 10:40:57 -04:00
c1ebdd4780 docs: remove config_path parameter from all API examples
Remove config_path from request examples throughout README.md as it is
not a per-request parameter. Config file path is set when initializing
the API server, not with each API call.

Changes:
- Remove config_path from all curl examples
- Remove config_path from TypeScript integration example
- Remove config_path from Python integration example
- Update parameter documentation to clarify config_path is server init only
- Add note that detail level control is not yet implemented in v0.3.0
- Clarify server configuration is set via CONFIG_PATH env var at startup

API Request Parameters (v0.3.0):
- start_date (required)
- end_date (optional, defaults to start_date)
- models (optional, defaults to all enabled models from config)

Server Configuration:
- Set via CONFIG_PATH environment variable or create_app() parameter
- Default: configs/default_config.json
- Contains model definitions and agent settings

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-31 19:10:32 -04:00
98d0f22b81 docs: fix integration examples to use complete API syntax
Correct all code examples in Integration Examples and Advanced API
Usage sections to use complete, valid JSON with all required fields.

Changes:
- TypeScript: Fix body type to 'any' and use proper property assignment
- Python: Fix variable overwriting, use unique names for examples
- On-Demand Downloads: Replace '...' with complete JSON examples
- Detail Levels: Add complete curl examples with all required fields
- Concurrent Job Prevention: Show complete API calls with proper JSON

All curl examples now include:
- Content-Type header
- Proper JSON formatting
- All required fields (config_path, start_date, models)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-31 19:07:00 -04:00
cdcbb0d49f docs: update README with v0.3.0 API syntax and complete reference
Update API documentation to reflect start_date/end_date parameters
instead of date_range arrays. Add comprehensive API reference with
validation rules, error handling, and advanced usage patterns.

Changes:
- Replace date_range arrays with start_date/end_date parameters
- Document optional end_date (defaults to start_date for single day)
- Add complete parameter documentation for POST /simulate/trigger
- Add validation rules (date format, range limits, model selection)
- Add error response examples with HTTP status codes
- Document job and model-day status values
- Add Advanced API Usage section:
  - On-demand price data download behavior
  - Detail levels (summary vs full)
  - Concurrent job prevention
- Update Quick Start curl examples
- Update Integration Examples (TypeScript and Python)
- Update Latest Updates section with v0.3.0 improvements

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-31 18:57:16 -04:00
2575e0c12a fix: add database schema migration for simulation_run_id column
Add automatic schema migration to handle existing databases that don't
have the simulation_run_id column in the positions table.

Problem:
- v0.3.0-alpha.3 databases lack simulation_run_id column
- CREATE TABLE IF NOT EXISTS doesn't add new columns to existing tables
- Index creation fails with "no such column: simulation_run_id"

Solution:
- Add _migrate_schema() function to detect and migrate old schemas
- Check if positions table exists and inspect its columns
- ALTER TABLE to add simulation_run_id if missing
- Run migration before creating indexes

This allows seamless upgrades from alpha.3 to alpha.4 without manual
database deletion or migration scripts.

Fixes docker compose startup error:
  sqlite3.OperationalError: no such column: simulation_run_id

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

Co-Authored-By: Claude <noreply@anthropic.com>
v0.3.0-alpha.5
2025-10-31 18:41:38 -04:00
1347e3939f docs: add web UI feature to v0.4.0 roadmap
Add comprehensive web dashboard interface to planned features for v0.4.0.

Web UI Features:
- Job management dashboard
  * View/monitor active, pending, and completed jobs
  * Start new simulations with form-based configuration
  * Real-time job progress monitoring
  * Cancel running jobs

- Results visualization
  * Performance charts (P&L over time, cumulative returns)
  * Position history timeline
  * Model comparison views
  * Trade log explorer with filtering

- Configuration management
  * Model configuration editor
  * Date range selection with calendar picker
  * Price data coverage visualization

- Technical implementation
  * Modern frontend framework (React, Vue.js, or Svelte)
  * Real-time updates via WebSocket or Server-Sent Events
  * Responsive design for mobile access
  * Chart library for visualizations
  * Single container deployment alongside API

The web UI will provide an accessible interface for users who prefer
graphical interaction over API calls, while maintaining the same
functionality available through the REST API.

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

Co-Authored-By: Claude <noreply@anthropic.com>
v0.3.0-alpha.4
2025-10-31 17:22:31 -04:00
4b25ae96c2 docs: simplify roadmap to focus on v0.4.0 only
Remove all future releases (v0.5.0-v0.7.0) and infrastructure/enhancement
sections from roadmap. Focus exclusively on v0.4.0 planned features.

v0.4.0 - Enhanced Simulation Management remains with:
- Resume/continue API for advancing from last completed date
- Position history tracking and analysis
- Advanced performance metrics (Sharpe, Sortino, drawdown, win rate)
- Price data management endpoints

Removed sections:
- v0.5.0 Real-Time Trading Support
- v0.6.0 Multi-Strategy & Portfolio Management
- v0.7.0 Alternative Data & Advanced Features
- Future Enhancements (infrastructure, data, UI, AI/ML, integration, testing)

Keep roadmap focused on near-term deliverables with clear scope.

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

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-31 17:20:48 -04:00
5606df1f51 docs: add comprehensive roadmap for future development
Create ROADMAP.md documenting planned features across multiple releases.

Planned releases:
- v0.4.0: Enhanced simulation management
  * Resume/continue API for advancing from last completed date
  * Position history tracking and analysis
  * Advanced performance metrics (Sharpe, Sortino, drawdown)
  * Price data management endpoints

- v0.5.0: Real-time trading support
  * Live market data integration
  * Real-time simulation mode
  * Scheduled automation
  * WebSocket price feeds

- v0.6.0: Multi-strategy & portfolio management
  * Strategy composition and ensembles
  * Advanced risk controls
  * Portfolio-level optimization
  * Dynamic allocation

- v0.7.0: Alternative data & advanced features
  * News and sentiment analysis
  * Market regime detection
  * Custom indicators
  * Event-driven strategies

Future enhancements:
- Kubernetes deployment and cloud provider support
- Alternative databases (PostgreSQL, TimescaleDB)
- Web UI dashboard with real-time visualization
- Model training and reinforcement learning
- Webhook notifications and plugin system
- Performance and chaos testing

Key feature: Resume API in v0.4.0
- POST /simulate/resume - Continue from last completed date
- POST /simulate/continue - Extend existing simulations
- Automatic detection of completion state per model
- Support for daily incremental updates

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

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-31 17:18:55 -04:00