# www.augmentcode.com

> AI-optimized mirror of www.augmentcode.com containing 50 pages totalling 9,192 words of clean markdown content, structured data, and semantic HTML. Original source: https://www.augmentcode.com/. Last updated: 2026-05-01T02:02:04.708Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Articles & Blog Posts

- [Code reviews that understand context, not just diffs](/product/code-review/index.html): Code reviews that understand context, not just diffs. Benchmarked against 7 leading tools on real production PRs with the highest precision and recall. (809 words)
- [open-source/ray-project/ray/index.html](/open-source/ray-project/ray/index.html) (1 words)
- [tools/top-cli-ai-agents-for-enterprise-developers/index.html](/tools/top-cli-ai-agents-for-enterprise-developers/index.html) (1 words)
- [guides/code-review-examples-before-and-after-walkthroughs/index.html](/guides/code-review-examples-before-and-after-walkthroughs/index.html) (1 words)
- [tools/ai-coding-assistant-comparison-aider-vs-cursor-vs-augment-code-for-enterprise-development.html](/tools/ai-coding-assistant-comparison-aider-vs-cursor-vs-augment-code-for-enterprise-development.html) (1 words)
- [blog/the-ai-native-transformation-path-end-to-end/index.html](/blog/the-ai-native-transformation-path-end-to-end/index.html) (1 words)
- [tools/how-to-test-ai-coding-assistants-7-enterprise-benchmarks.html](/tools/how-to-test-ai-coding-assistants-7-enterprise-benchmarks.html) (1 words)
- [guides/debug-parallel-ai-agents/index.html](/guides/debug-parallel-ai-agents/index.html) (1 words)
- [tools/ai-code-comparison-github-copilot-vs-cursor-vs-claude-code.html](/tools/ai-code-comparison-github-copilot-vs-cursor-vs-claude-code.html) (1 words)
- [**Three things worth knowing**](/learn/claude-code-86k-github-stars-terminal-ai-agent/index.html): Anthropic's Claude Code just hit 84.6K GitHub stars. Here's what the terminal-native coding agent actually does and whether your team should be using it. (1,093 words)
- [**Three things worth knowing**](/learn/claude-mem-46k-stars-persistent-memory-claude-code/index.html): claude-mem just hit 46.1K stars by solving AI's biggest coding problem: sessions that forget everything. Here's what it does and whether it's worth installing. (983 words)
- [blog/next-edit-user-centric-design/index.html](/blog/next-edit-user-centric-design/index.html) (1 words)
- [tools/best-cursor-alternatives/index.html](/tools/best-cursor-alternatives/index.html) (1 words)
- [open-source/hasura/graphql-engine/index.html](/open-source/hasura/graphql-engine/index.html) (1 words)
- [open-source/tensorflow/tensorflow/index.html](/open-source/tensorflow/tensorflow/index.html) (1 words)
- [open-source/pingcap/tidb/index.html](/open-source/pingcap/tidb/index.html) (1 words)
- [mcp/composio/index.html](/mcp/composio/index.html) (1 words)
- [tools/gpt-5-vs-claude-code-enterprise-codebase-showdown/index.html](/tools/gpt-5-vs-claude-code-enterprise-codebase-showdown/index.html) (1 words)
- [tools/6-enterprise-sso-integrations-that-actually-secure-ai-coding-tools.html](/tools/6-enterprise-sso-integrations-that-actually-secure-ai-coding-tools.html) (1 words)
- [tools/cto-s-guide-to-ai-development-tool-roi/index.html](/tools/cto-s-guide-to-ai-development-tool-roi/index.html) (1 words)
- [blog/a-real-time-index-for-your-codebase-secure-personal-scalable.html](/blog/a-real-time-index-for-your-codebase-secure-personal-scalable.html) (1 words)
- [customers/wex_automating-sdlc/index.html](/customers/wex_automating-sdlc/index.html) (1 words)
- [tools/gitlab-duo-vs-claude-code/index.html](/tools/gitlab-duo-vs-claude-code/index.html) (1 words)
- [guides/11-ai-agent-workflows-for-legacy-java-apps/index.html](/guides/11-ai-agent-workflows-for-legacy-java-apps/index.html) (1 words)
- [mcp/runno-mcp-server/index.html](/mcp/runno-mcp-server/index.html) (1 words)
- [guides/autonomous-vs-assistive-when-enterprise-development-needs-complete-workflow-automation.html](/guides/autonomous-vs-assistive-when-enterprise-development-needs-complete-workflow-automation.html) (1 words)
- [learn/ai-powered-code-bug-fixing-guide/index.html](/learn/ai-powered-code-bug-fixing-guide/index.html) (1 words)
- [tools/11-observability-platforms-for-ai-coding-assistants.html](/tools/11-observability-platforms-for-ai-coding-assistants.html) (1 words)
- [guides/spec-driven-ai-code-generation-with-multi-agent-systems.html](/guides/spec-driven-ai-code-generation-with-multi-agent-systems.html) (1 words)
- [tools/warp-vs-cursor/index.html](/tools/warp-vs-cursor/index.html) (1 words)
- [tools/usd50-vs-real-cost-ai-tool-roi-for-dev-teams/index.html](/tools/usd50-vs-real-cost-ai-tool-roi-for-dev-teams/index.html) (1 words)
- [blog/we-re-in-an-exponential/index.html](/blog/we-re-in-an-exponential/index.html) (1 words)
- [guides/benefits-of-using-sast-tools-during-code-review/index.html](/guides/benefits-of-using-sast-tools-during-code-review/index.html) (1 words)
- [tools/cursor-vs-gemini-cli/index.html](/tools/cursor-vs-gemini-cli/index.html) (1 words)
- [guides/executive-playbook-communicating-ai-automation-value-to-board-and-stakeholders.html](/guides/executive-playbook-communicating-ai-automation-value-to-board-and-stakeholders.html) (1 words)
- [guides/how-to-build-agents-md/index.html](/guides/how-to-build-agents-md/index.html) (1 words)
- [tools/diy-multi-agent-setups-vs-intent/index.html](/tools/diy-multi-agent-setups-vs-intent/index.html) (1 words)
- [open-source/apache/kafka/index.html](/open-source/apache/kafka/index.html) (1 words)
- [tools/15-replit-alternatives-vs-augment-code-enterprise-ide-comparison-for-2025.html](/tools/15-replit-alternatives-vs-augment-code-enterprise-ide-comparison-for-2025.html) (1 words)
- [**The Promise vs. Reality of AI Agents**](/blog/software-agents-you-can-trust/index.html): The most powerful AI software development platform with the industry-leading context engine. (966 words)
- [mcp-obsidian](/mcp/mcp-obsidian/index.html): MCP server that interacts with Obsidian via the Local REST API community plugin, exposing tools for listing, reading, searching and modifying notes inside an Obsidian vault. (538 words)
- [mcp-k8s-go](/mcp/mcp-k8s-go/index.html): Golang-based Model-Context-Protocol (MCP) server that exposes Kubernetes clusters as a set of chat-accessible resources and tools (list/get/create/modify resources, fetch logs, exec, etc.). (598 words)
- [mcp-server-browserbase](/mcp/mcp-server-browserbase/index.html): MCP server that lets LLMs control cloud browsers through Browserbase & Stagehand (web automation, screenshots, data-extraction, multi-session). (492 words)
- [imagesorcery-mcp](/mcp/imagesorcery-mcp/index.html): 🪄 ImageSorcery MCP – an MCP server that equips AI assistants with local image-processing tools (crop, resize, detect objects, OCR, drawing, etc.) built on OpenCV, Ultralytics and EasyOCR. (499 words)
- [The cost that held us back](/blog/write-10-specs-not-1/index.html): The most powerful AI software development platform with the industry-leading context engine. (897 words)
- [CLI 0.18.0 Release Notes](/changelog/cli-0-18-0-release-notes/index.html): The most powerful AI software development platform with the industry-leading context engine. (236 words)
- [server-google-news](/mcp/server-google-news/index.html): Model Context Protocol (MCP) server that exposes Google News search (powered by SerpAPI) with automatic topic categorization and multi-language/region support. (522 words)
- [spotify-mcp-server](/mcp/spotify-mcp-server/index.html): Light-weight Model Context Protocol (MCP) server that lets AI assistants (Augment Code, Claude, etc.) control Spotify playback and manage playlists. (517 words)
- [mcp-server-openai](/mcp/mcp-server-openai/index.html): Query OpenAI models directly from Claude using the MCP protocol. (392 words)
- [Unity-MCP](/mcp/unity-mcp/index.html): Bridge between Large-Language-Model (LLM) clients (Claude, Augment Code, etc) and the Unity Editor. Ships as a Unity-package that spins up an MCP server inside the editor and exposes a catalogue of AI-driven “tools” so an external client can query or manipulate the open Unity project. (614 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/content/robots.txt): Crawler directives