# Autohand AI - Product Overview

> Autohand AI builds Autohand Code, Autohand Squad, and Autohand Evolve for repository-aware coding, agent coordination, and optimization.

## Entity Summary

- **Canonical brand**: Autohand AI
- **Short brand**: Autohand
- **Primary product**: Autohand Code
- **Open-source agent workspace**: Autohand Squad
- **Enterprise optimization product**: Autohand Evolve
- **Category**: AI software factory, AI coding agents, evaluator-driven code optimization
- **Website**: https://autohand.ai/

## Our Mission

Autohand helps engineering teams move from software intent to reviewed code. The product family covers repository-aware coding, agent orchestration, governed enterprise delivery, and evaluator-driven optimization.

## Products

### Autohand Code

Autohand Code is a self-evolving code agent for terminal, IDE, Slack, Chrome, and SDK workflows. It reads repository context, plans multi-step changes, edits files, runs tests, and prepares implementation evidence.

- Terminal CLI for developers who live in the command line
- IDE integration for seamless workflow
- Slack integration for team collaboration
- Background agents that work while you sleep
- Multi-file editing across entire codebases
- MCP (Model Context Protocol) support for extensibility
- 6+ model providers including local inference

**Canonical product surfaces:**
- Code overview: https://autohand.ai/code/

**Installation:**
```
curl -fsSL https://autohand.ai/install.sh | sh
```

### Autohand Squad

Autohand Squad is an open-source, local-first workspace where one engineer coordinates specialized AI agents across conversations, projects, tasks, work records, and run history. Each agent executes through an isolated Autohand CLI profile.

- Role-based agents with configurable skills, tools, models, memory, projects, and permissions
- Direct chat and multi-agent channels
- Tasks, handoffs, run history, evidence, blockers, and next actions
- Mission Control for current work and evaluation state
- Approval-gated GitHub operations and remote writes
- Current open-source build is a local, single-user prototype
- No built-in background scheduler, inbound webhook worker, or multi-human access control today

**Canonical Squad surfaces:**
- Product page: https://autohand.ai/code/squad/
- Source and issue tracker: https://github.com/autohandai/squad/

### Autohand Evolve

Autohand Evolve is an AI discovery loop for teams with measurable optimization targets. It connects a baseline, evaluator, constraints, candidate mutations, scoring, lineage, and reviewable output so teams can explore more attempts while keeping engineering control.

- Evaluator-driven search against team-owned criteria
- Candidate mutation, scoring, lineage, and promotion history
- Reviewable code output with run evidence attached
- Runs on any cloud (AWS, GCP, Azure) or bare metal
- Private runners for sensitive data and enterprise controls

## Models

- **Fantail**: Small, fast coding model for code completion
- **Moa**: Large reasoning model for complex programming tasks

## Key Capabilities

- Autonomous code generation and multi-file editing
- Technical debt reduction and legacy migration
- Autonomous SRE and incident response
- Self-improving agents via evolutionary algorithms
- Level 5 autonomy: software that evolves itself

## Why Autohand

Learn why enterprises choose Autohand for autonomous software engineering:
- https://autohand.ai/why-autohand/

## Use Cases

Autohand Code use cases for the software development lifecycle:
- https://autohand.ai/use-cases/

## Comparisons

See how Autohand compares to other AI coding tools:
- All comparisons: https://autohand.ai/code/compare/
- Autohand Code vs Claude Code: https://autohand.ai/code/compare/claude-code/
- Autohand Code vs Codex CLI: https://autohand.ai/code/compare/codex/
- Autohand Code vs Cline CLI: https://autohand.ai/code/compare/cline/
- Autohand Code vs Cursor: https://autohand.ai/code/compare/cursor/
- Autohand Code vs GitHub Copilot: https://autohand.ai/code/compare/copilot/
- Autohand Evolve vs AlphaEvolve: https://autohand.ai/code/compare/alphaevolve/

## Contact

- Website: https://autohand.ai
- Email: hey@autohand.ai
- GitHub: https://github.com/autohandai

## Documentation

Full documentation available at: https://autohand.ai/docs

### Documentation Files (Markdown)
- https://autohand.ai/docs-md/agent-sdk/concepts/agent-loop.md
- https://autohand.ai/docs-md/agent-sdk/concepts/sessions.md
- https://autohand.ai/docs-md/agent-sdk/cpp-api.md
- https://autohand.ai/docs-md/agent-sdk/cpp.md
- https://autohand.ai/docs-md/agent-sdk/csharp-api.md
- https://autohand.ai/docs-md/agent-sdk/csharp.md
- https://autohand.ai/docs-md/agent-sdk/customize/hooks.md
- https://autohand.ai/docs-md/agent-sdk/customize/system-prompts.md
- https://autohand.ai/docs-md/agent-sdk/deployments/hosting-the-agent-sdk.md
- https://autohand.ai/docs-md/agent-sdk/deployments/securely-deploying-ai-agents.md
- https://autohand.ai/docs-md/agent-sdk/go-api.md
- https://autohand.ai/docs-md/agent-sdk/go.md
- https://autohand.ai/docs-md/agent-sdk/io/approvals.md
- https://autohand.ai/docs-md/agent-sdk/io/streaming.md
- https://autohand.ai/docs-md/agent-sdk/io/structured-output.md
- https://autohand.ai/docs-md/agent-sdk/java-api.md
- https://autohand.ai/docs-md/agent-sdk/java.md
- https://autohand.ai/docs-md/agent-sdk/migration-from-claude-sdk.md
- https://autohand.ai/docs-md/agent-sdk/migration-from-openai-sdk.md
- https://autohand.ai/docs-md/agent-sdk/observability/checkpointing.md
- https://autohand.ai/docs-md/agent-sdk/observability/permissions.md
- https://autohand.ai/docs-md/agent-sdk/observability/todo-lists.md
- https://autohand.ai/docs-md/agent-sdk/overview.md
- https://autohand.ai/docs-md/agent-sdk/python-api.md
- https://autohand.ai/docs-md/agent-sdk/python.md
- https://autohand.ai/docs-md/agent-sdk/quickstart.md
- https://autohand.ai/docs-md/agent-sdk/ruby-api.md
- https://autohand.ai/docs-md/agent-sdk/ruby.md
- https://autohand.ai/docs-md/agent-sdk/rust-api.md
- https://autohand.ai/docs-md/agent-sdk/rust.md
- https://autohand.ai/docs-md/agent-sdk/swift-api.md
- https://autohand.ai/docs-md/agent-sdk/swift.md
- https://autohand.ai/docs-md/agent-sdk/tools/custom-tools.md
- https://autohand.ai/docs-md/agent-sdk/tools/mcp.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/100-code-reviewer-agent.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/200-multi-tool-reasoning.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/300-data-analysis-agent.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/400-code-modernization.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/500-documentation-generator.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/600-testing-agent.md
- https://autohand.ai/docs-md/agent-sdk/tutorials/index.md
- https://autohand.ai/docs-md/agent-sdk/typescript-api.md
- https://autohand.ai/docs-md/agent-sdk/typescript.md
- https://autohand.ai/docs-md/getting-started/first-session.md
- https://autohand.ai/docs-md/guides/ace/best-practices.md
- https://autohand.ai/docs-md/guides/ace/index.md
- https://autohand.ai/docs-md/guides/auto-mode.md
- https://autohand.ai/docs-md/guides/beginners/good-vs-bad.md
- https://autohand.ai/docs-md/guides/beginners/instructing-autohand.md
- https://autohand.ai/docs-md/guides/beginners/sdlc-integration.md
- https://autohand.ai/docs-md/guides/beginners/when-to-use.md
- https://autohand.ai/docs-md/guides/ci-cd-automation.md
- https://autohand.ai/docs-md/guides/cli-quick-start.md
- https://autohand.ai/docs-md/guides/cobol-modernisation.md
- https://autohand.ai/docs-md/guides/cobol-modernization.md
- https://autohand.ai/docs-md/guides/code-modernization.md
- https://autohand.ai/docs-md/guides/code-refactoring.md
- https://autohand.ai/docs-md/guides/cost-optimization.md
- https://autohand.ai/docs-md/guides/database-modernization.md
- https://autohand.ai/docs-md/guides/dotnet-modernization.md
- https://autohand.ai/docs-md/guides/enterprise-security.md
- https://autohand.ai/docs-md/guides/evals.md
- https://autohand.ai/docs-md/guides/first-project.md
- https://autohand.ai/docs-md/guides/getting-started.md
- https://autohand.ai/docs-md/guides/git-flow-automation.md
- https://autohand.ai/docs-md/guides/importing-memories.md
- https://autohand.ai/docs-md/guides/index.md
- https://autohand.ai/docs-md/guides/java-modernization.md
- https://autohand.ai/docs-md/guides/legacy-migration.md
- https://autohand.ai/docs-md/guides/lsp-code-intelligence.md
- https://autohand.ai/docs-md/guides/maintaining-documentation.md
- https://autohand.ai/docs-md/guides/mcp/brave-search.md
- https://autohand.ai/docs-md/guides/mcp/context7-docs.md
- https://autohand.ai/docs-md/guides/mcp/e2b-sandbox.md
- https://autohand.ai/docs-md/guides/mcp/figma-design-to-code.md
- https://autohand.ai/docs-md/guides/mcp/firecrawl-scraping.md
- https://autohand.ai/docs-md/guides/mcp/index.md
- https://autohand.ai/docs-md/guides/model-selection.md
- https://autohand.ai/docs-md/guides/modernization-overview.md
- https://autohand.ai/docs-md/guides/nodejs-modernization.md
- https://autohand.ai/docs-md/guides/php-modernization.md
- https://autohand.ai/docs-md/guides/python-modernization.md
- https://autohand.ai/docs-md/guides/recipes.md
- https://autohand.ai/docs-md/guides/ruby-modernization.md
- https://autohand.ai/docs-md/guides/security-best-practices.md
- https://autohand.ai/docs-md/guides/skills/ai-data-analyst.md
- https://autohand.ai/docs-md/guides/skills/autonomous-sre.md
- https://autohand.ai/docs-md/guides/skills/browser-automation.md
- https://autohand.ai/docs-md/guides/skills/data-querying.md
- https://autohand.ai/docs-md/guides/skills/frontend-ui.md
- https://autohand.ai/docs-md/guides/skills/internal-tools.md
- https://autohand.ai/docs-md/guides/skills/product-management.md
- https://autohand.ai/docs-md/guides/skills/service-integration.md
- https://autohand.ai/docs-md/guides/skills/vibe-coding.md
- https://autohand.ai/docs-md/guides/sre/agent-architecture.md
- https://autohand.ai/docs-md/guides/sre/incident-response.md
- https://autohand.ai/docs-md/guides/sre/observability.md
- https://autohand.ai/docs-md/guides/sre/runbook-automation.md
- https://autohand.ai/docs-md/guides/technical-debt.md
- https://autohand.ai/docs-md/guides/troubleshooting.md
- https://autohand.ai/docs-md/guides/vs-code-setup.md
- https://autohand.ai/docs-md/guides/zed-integration.md
- https://autohand.ai/docs-md/index.md
- https://autohand.ai/docs-md/integrations/acp-mode.md
- https://autohand.ai/docs-md/integrations/ai-model-providers.md
- https://autohand.ai/docs-md/integrations/aws-bedrock.md
- https://autohand.ai/docs-md/integrations/azure-foundry.md
- https://autohand.ai/docs-md/integrations/bitbucket.md
- https://autohand.ai/docs-md/integrations/cerebras.md
- https://autohand.ai/docs-md/integrations/datadog.md
- https://autohand.ai/docs-md/integrations/deepseek.md
- https://autohand.ai/docs-md/integrations/gcp-vertex.md
- https://autohand.ai/docs-md/integrations/github.md
- https://autohand.ai/docs-md/integrations/jira.md
- https://autohand.ai/docs-md/integrations/linear.md
- https://autohand.ai/docs-md/integrations/llama-cpp.md
- https://autohand.ai/docs-md/integrations/llmgateway.md
- https://autohand.ai/docs-md/integrations/mlx.md
- https://autohand.ai/docs-md/integrations/nvidia.md
- https://autohand.ai/docs-md/integrations/ollama.md
- https://autohand.ai/docs-md/integrations/openai.md
- https://autohand.ai/docs-md/integrations/openrouter.md
- https://autohand.ai/docs-md/integrations/rpc-mode.md
- https://autohand.ai/docs-md/integrations/sentry.md
- https://autohand.ai/docs-md/integrations/slack.md
- https://autohand.ai/docs-md/integrations/xai.md
- https://autohand.ai/docs-md/integrations/zai.md
- https://autohand.ai/docs-md/models/index.md
- https://autohand.ai/docs-md/search.md
- https://autohand.ai/docs-md/tutorials/add-integration-tests.md
- https://autohand.ai/docs-md/tutorials/automate-release-notes.md
- https://autohand.ai/docs-md/tutorials/break-monolith-into-modules.md
- https://autohand.ai/docs-md/tutorials/build-cli-tool.md
- https://autohand.ai/docs-md/tutorials/build-mcp-server.md
- https://autohand.ai/docs-md/tutorials/build-mobile-app.md
- https://autohand.ai/docs-md/tutorials/build-personal-website.md
- https://autohand.ai/docs-md/tutorials/create-vue-component.md
- https://autohand.ai/docs-md/tutorials/evolve-pipeline.md
- https://autohand.ai/docs-md/tutorials/fix-failing-tests-debugging.md
- https://autohand.ai/docs-md/tutorials/generate-ci-cd-pipeline.md
- https://autohand.ai/docs-md/tutorials/generate-crud-feature.md
- https://autohand.ai/docs-md/tutorials/generate-unit-tests.md
- https://autohand.ai/docs-md/tutorials/index.md
- https://autohand.ai/docs-md/tutorials/migrate-js-to-typescript.md
- https://autohand.ai/docs-md/tutorials/modernize-css-custom-properties.md
- https://autohand.ai/docs-md/tutorials/multi-agent-team.md
- https://autohand.ai/docs-md/tutorials/refactor-jquery-to-modern.md
- https://autohand.ai/docs-md/tutorials/run-code-review.md
- https://autohand.ai/docs-md/tutorials/scaffold-rest-api.md
- https://autohand.ai/docs-md/tutorials/setting-up-agents-md.md
- https://autohand.ai/docs-md/tutorials/using-skills-and-commands.md
- https://autohand.ai/docs-md/tutorials/write-database-migrations.md
- https://autohand.ai/docs-md/tutorials/your-first-session.md
- https://autohand.ai/docs-md/working-with-autohand-code/agent-skills.md
- https://autohand.ai/docs-md/working-with-autohand-code/agent-teams.md
- https://autohand.ai/docs-md/working-with-autohand-code/agents-md.md
- https://autohand.ai/docs-md/working-with-autohand-code/chrome.md
- https://autohand.ai/docs-md/working-with-autohand-code/cli-reference.md
- https://autohand.ai/docs-md/working-with-autohand-code/cli.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/index.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/jetbrains/features.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/jetbrains/getting-started.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/vscode/features.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/vscode/getting-started.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/zed/features.md
- https://autohand.ai/docs-md/working-with-autohand-code/code/zed/getting-started.md
- https://autohand.ai/docs-md/working-with-autohand-code/configuration.md
- https://autohand.ai/docs-md/working-with-autohand-code/context-compaction.md
- https://autohand.ai/docs-md/working-with-autohand-code/evolve.md
- https://autohand.ai/docs-md/working-with-autohand-code/extended-thinking.md
- https://autohand.ai/docs-md/working-with-autohand-code/external-agents.md
- https://autohand.ai/docs-md/working-with-autohand-code/headless-mode.md
- https://autohand.ai/docs-md/working-with-autohand-code/hooks.md
- https://autohand.ai/docs-md/working-with-autohand-code/import.md
- https://autohand.ai/docs-md/working-with-autohand-code/localization.md
- https://autohand.ai/docs-md/working-with-autohand-code/mcp-servers.md
- https://autohand.ai/docs-md/working-with-autohand-code/memory.md
- https://autohand.ai/docs-md/working-with-autohand-code/meta-tools.md
- https://autohand.ai/docs-md/working-with-autohand-code/pipe-mode.md
- https://autohand.ai/docs-md/working-with-autohand-code/plan-mode.md
- https://autohand.ai/docs-md/working-with-autohand-code/settings-sync.md
- https://autohand.ai/docs-md/working-with-autohand-code/skills.md
- https://autohand.ai/docs-md/working-with-autohand-code/slack.md
- https://autohand.ai/docs-md/working-with-autohand-code/slash-commands.md
- https://autohand.ai/docs-md/working-with-autohand-code/system-prompt.md
- https://autohand.ai/docs-md/working-with-autohand-code/telemetry.md
- https://autohand.ai/docs-md/working-with-autohand-code/worktrees.md
- https://autohand.ai/docs-md/working-with-autohand-code/yolo-mode.md

## Social

- X/Twitter: https://x.com/autohandai
- LinkedIn: https://www.linkedin.com/company/autohand-ai
- Discord: https://discord.gg/ZM3TCtwCwG