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aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# v2024.12.4 - "Universal Providers" Release **Released**: December 12, 2025 This release delivers **universal multi-provider support**, enabling AIWG deployment to 6 different AI coding platforms. Plus a new in-session update command and comprehensive testing-quality addon. ## Highlights | What Changed | Why You Care | |--------------|--------------| | 5 new providers | Deploy to Claude, Factory, OpenAI, Cursor, Copilot, OpenCode | | `/aiwg-refresh` command | Update frameworks in-session without leaving Claude Code | | Testing-quality addon | TDD enforcement, mutation testing, flaky detection (6 skills) | | Live provider tests | All providers validated with real CLI integration tests | | Testing requirements docs | Clear guidance on when full regression testing is required | ## Multi-Provider Support Deploy AIWG agents to any supported platform: ```bash # Claude Code (default) aiwg use sdlc # Warp Terminal aiwg use sdlc --provider warp # Factory AI aiwg use sdlc --provider factory # OpenCode aiwg use sdlc --provider opencode # Cursor IDE aiwg use sdlc --provider cursor # GitHub Copilot aiwg use sdlc --provider copilot # OpenAI/Codex aiwg use sdlc --provider openai ``` Each provider gets native format deployment: - **Claude**: `.claude/agents/` (markdown) - **Factory**: `.factory/droids/` + `AGENTS.md` - **OpenCode**: `.opencode/agent/` + `AGENTS.md` - **Cursor**: `.cursor/rules/*.mdc` + `AGENTS.md` - **Copilot**: `.github/agents/*.yaml` + `copilot-instructions.md` - **Codex**: `.codex/agents/` ## In-Session Update Command Update AIWG without leaving your coding session: ```bash # Update CLI and redeploy everything /aiwg-refresh --update-cli --all # Just redeploy SDLC framework /aiwg-refresh --sdlc # Preview changes /aiwg-refresh --all --dry-run ``` ## Testing-Quality Addon Six new skills for comprehensive test enforcement: | Skill | Purpose | |-------|---------| | `tdd-enforce` | Pre-commit hooks + CI coverage gates | | `mutation-test` | Validate tests beyond coverage (Stryker/PITest) | | `flaky-detect` | Identify unreliable tests from CI history | | `flaky-fix` | Pattern-based auto-repair | | `generate-factory` | Auto-generate test data factories | | `test-sync` | Detect orphaned tests, missing tests | Quick setup: ```bash /setup-tdd --level standard --threshold 80 ``` ## Bug Fixes - **Factory agent mapping** - Correct agent names and tool assignments for Factory droids - **Codex integration tests** - Resolved test failures in OpenAI provider ## Upgrade ```bash # Update to latest aiwg -update # Verify installation aiwg -version # Test multi-provider (dry run) aiwg use sdlc --provider factory --dry-run ``` ## Resources - [Multi-Provider Overview](../integrations/cross-platform-overview.md) - [Factory Quickstart](../integrations/factory-quickstart.md) - [Testing Requirements](../contributing/testing-requirements.md) - [GitHub Release](https://github.com/jmagly/aiwg/releases/tag/v2024.12.4)