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From solo developers to enterprise teams — see how CHAOS fits your workflow.
Ship more in a day than most teams ship in a week. Context hydration means your agents already know your architecture, conventions, and recent decisions — so every `cw run` picks up exactly where you left off.
Multiple developers run agents in parallel across git worktrees. Shared context ensures consistency. The cross-clone event bus surfaces conflicts before they become merge nightmares.
Deploy CHAOS across teams with Docker, centralized audit logs, and custom provider configurations. Local-first execution means source code stays behind your firewall — always.
Triage issues, review PRs, generate changelogs, bump versions, and keep documentation in sync — all coordinated by the PM engine. Cut maintainer burnout with automated quality pipelines.
AI-powered reviews that catch bugs, security vulnerabilities, and logic errors — not style complaints. The review agent surfaces only what actually matters: correctness, security, and API contracts.
The docs agent detects drift between code and documentation, then regenerates in your existing style. DEV-LOG, CHANGELOG, API docs, and architecture diagrams — all kept current automatically.
Expose all 134 CHAOS tools directly into Claude Desktop, VS Code Copilot, Cursor, or Windsurf via MCP. Run `cw mcp` and your editor gets the full CHAOS capability surface with zero config.
Coordinate exploration, visualization, model training, and reporting agents in a single pipeline. The data-science agent understands pandas, polars, scikit-learn, and ggplot2 — just describe the analysis.
The devops agent generates GitHub Actions workflows, Dockerfiles, Kubernetes manifests, and Terraform modules. The monitoring agent wires up health checks, SLIs, and alerting in one pass.