What AI says about Augment Code
Cosmos is an agent orchestration platform that enables loop engineering by running autonomous agent loops through the mid-stage of the SDLC—covering PR reviews, ticketing, code execution, testing, triage, remediation, and incident response—with humans stopping at key checkpoints. It integrates with GitHub, GitLab, Slack, Jira, CI, and other tools, runs in managed cloud sandboxes or on-premises, and aims to scale looping across engineering teams. The platform emphasizes learning from each run, shared context across agents and runs, and connected loops to improve outcomes and metrics like faster merges, higher throughput, and automated CVE remediation.
AI calls itcontext engine,specialized,context-aware,semantic context engine,catches breaking changes,enterprise-scale
Since Jul 5Updated Nov 11, 2026Based on 24,951 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about Augment Code and its rivals · since Jul 5
Based on 24,951 AI answers
- ChatGPT<1%
- Google AI Mode1%
How often AI mentions Augment Code
of AI answers about Augment Code and its rivals
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Augment Code
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Enterprise AI Coding AssistantsChatGPTGoogle AI Mode
- AI Developer Productivity ToolsGoogle AI Mode
- Feature Flag Management PlatformsOutside both engines’ top 25
- AI Code and Content AssistantsOutside both engines’ top 25
- AI Code Quality & Review PlatformsOutside both engines’ top 25
- AI-Powered Code Review & SAST ToolsOutside both engines’ top 25
- Automated Patch & Vulnerability Remediation PlatformsOutside both engines’ top 25
- Enterprise Cloud Migration & ModernizationOutside both engines’ top 25
Topics where AI mentions Augment Code
TopicMentioned in · on this topicRank
- Developer onboarding assistance
- AI code assistant for large JavaScript and TypeScript projects
- AI code completion tools for Python engineers
- AI code completion and generation
- Automated code documentation
- Automated code refactoring tool with pull requests
- Natural language code explanation
- Monolith refactoring and modernization
- AI coding assistants with security and quality analytics
- Large repository analysis
- Static analysis tool for AI security
- Code error message improvement
- Automated code quality detection
- Code vulnerability ticketing
- Static vulnerability scanning
- AI-assisted code review
- Most mentionedMentioned in
- For a huge enterprise codebase, which AI coding tool has the best cross-repo context retrieval?on this questionCursor is the most-mentioned brand78%
Excerpts where Augment Code appeared in the AI's answer
Google AI ModeSep 26, 2026, Google AI Mode Augment Code - Features a dedicated enterprise Context Engine architected specifically to handle massive, interconnected multi-repo environments
ChatGPTSep 18, 2026, ChatGPT If cross-repo context retrieval is the primary criterion for a huge enterprise codebase, I’d put Sourcegraph Cody and Augment Code at the top of the evaluation.
- My coding assistant hallucinates non-existent libraries. Who offers models specifically grounded in our private internal code repositories?on this questionGitHub Copilot shares the lead for mentions with 1 more26%
Excerpts where Augment Code appeared in the AI's answer
ChatGPTSep 22, 2026, ChatGPT Augment Code — built around large-scale codebase context and repository understanding
Google AI ModeSep 6, 2026, Google AI Mode Augment Code: Features a specialized "Context Engine" designed for massive enterprise codebases.
- We're adopting a new framework. Is there an AI assistant that can provide real-time, context-aware code suggestions and best practices for our specific project?on this questionCursor shares the lead for mentions with 1 more19%
Excerpts where Augment Code appeared in the AI's answer
Google AI ModeSep 19, 2026, Google AI Mode Augment Code : Specifically engineered for large or complex enterprise codebases
Google AI ModeSep 11, 2026, Google AI Mode Augment Code : Built specifically for enterprise and complex codebases, it features a semantic "Context Engine" capable of indexing massive multi-repository projects.
Augment Code in AI answers
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For a huge enterprise codebase, which AI coding tool has the best cross-repo context retrieval?
ChatGPTChatGPT· Sep 18, 2026
If cross-repo context retrieval is the primary criterion for a huge enterprise codebase, I’d put Sourcegraph Cody and Augment Code at the top of the evaluation.
Google AI ModeGoogle AI Mode· Sep 26, 2026
Augment Code - Features a dedicated enterprise Context Engine architected specifically to handle massive, interconnected multi-repo environments
Sites AI cites
- Your site43%
- 13 Best AI Coding Tools for Complex Codebases in 2026 | Augment Code (opens in a new tab) · 6%
- 7 AI Tools That Actually Understand Enterprise Codebases | Augment Code (opens in a new tab) · 5%
- AI Coding Assistants for Large Codebases: A Complete Guide | Augment Code (opens in a new tab) · 4%
- 8 Best AI Coding Assistants [Updated May 2026] | Augment Code (opens in a new tab) · 3%
- AI-Powered Legacy Code Refactoring: Implementation Guide | Augment Code (opens in a new tab) · 2%
- Augment Code: Agentic software development at organizational scale (opens in a new tab) · 2%Leaves Augment Code out
- AI Code Review Tools for Large Codebases: Enterprise Guide | Augment Code (opens in a new tab) · 2%
- 11 Best AI Coding Tools for Data Science & ML in 2026 | Augment Code (opens in a new tab) · 1%
- 19 Code Refactoring Tools to Tackle Legacy Code | Augment Code (opens in a new tab) · 1%Leaves Augment Code out
- 10 Open Source AI Code Review Tools Tested on a 450K-File Monorepo [2026 Rankings] | Augment Code (opens in a new tab) · 1%
- 9%
- AI Coding Agent for Large Codebases That Actually Works | Practical Example - YouTube (opens in a new tab) · 1%
- This Free AI Coding Assistant Might Destroy Cursor... (opens in a new tab) · 1%
- The Only AI Coding Tools Worth Learning in 2026 (opens in a new tab) · <1%
- Best AI code review tool for real teams in 2026 (Greptile vs ... (opens in a new tab) · <1%
- This AI VS Code extension actually works with large codebases! (opens in a new tab) · <1%
- Using AI to Refactor Legacy Code: A Practical Guide with Scott Wierschem (opens in a new tab) · <1%
- AI Code Review Tools Comparison in 2026: Qodo, CodeRabbit, Copilot, Claude Code & ... | Qodo Academy (opens in a new tab) · <1%
- Build ANY AI Agent with this Context Engineering Blueprint (opens in a new tab) · <1%
- We benchmarked the TOP AI Code Reviewers (opens in a new tab) · <1%
- Context is King #3 - From JIRA Ticket to PR: Autonomous Agent Orchestration (opens in a new tab) · <1%
- 3%
- Information Security and Legal Due Diligence on Augment Code (opens in a new tab) · <1%
- Best AI Assistant for LARGE codebases? (opens in a new tab) · <1%
- How to refactor legacy code built over 10s of years without ... (opens in a new tab) · <1%
- Augment writes the best documentation and then ignores it, or, how does one get it to code safely respecting huge context? : r/AugmentCodeAI (opens in a new tab) · <1%
- Introducing Augment Code Review, powered by GPT 5.2 (opens in a new tab) · <1%
- Reddit - Prove your humanity (opens in a new tab) · <1%
- Best AI or tool for working with large codebases? (opens in a new tab) · <1%
- what's the best ai model for large refactors? (opens in a new tab) · <1%
- Is there an AI tool which lets you upload an entire organization's github (many repositories, tons of code) and lets you dialogue about it? (opens in a new tab) · <1%
- After 8 months of daily AI coding, I built a system that makes claude code actually understand what you want to build : r/ClaudeAI (opens in a new tab) · <1%
- 2%
- Medium (opens in a new tab) · <1%
- Measures that Matter: Correlation of Technical AI Metrics with Business Outcomes (opens in a new tab) · <1%
- Effective JavaScript Codemods. Tool assisted code modifications can… | by Christoph Nakazawa | Medium (opens in a new tab) · <1%
- A Guide to Building Your Own AI Assistant: From Concept to Implementation (opens in a new tab) · <1%
- Advancing OpenAI Codex: From Fixing Fundamentals to Pushing New Frontiers (opens in a new tab) · <1%
- 100 Million Lines of Code Can Be Processed Simultaneously By This AI Coding Engine. (opens in a new tab) · <1%
- AI Agents Will Turn Runbooks Into Living Workflows - Medium (opens in a new tab) · <1%
- Augment code — A real-time index for your codebase | by Priti Solanki | Medium (opens in a new tab) · <1%
- Navigate by Meaning. How Semantic Search Cuts AI Code… | by Ricardo Ledan (opens in a new tab) · <1%
- Mastering AI Coding Agents: Tips and Tricks | by Rustem Glue (opens in a new tab) · <1%
- Leaves Augment Code out2%
- Why code search at scale is essential when you grow beyond one repository | Sourcegraph (opens in a new tab) · 1%
- 13 Best Automated Code Review Tools in 2026: AI and Static Analysis Compared | Sourcegraph (opens in a new tab) · <1%Leaves Augment Code out
- Copilot vs. Cody: Why context matters for code AI | Sourcegraph Blog (opens in a new tab) · <1%
- The Best AI Coding Tools in 2026 (Ranked & Compared) | Sourcegraph (opens in a new tab) · <1%
- Cody is enterprise ready | Sourcegraph Blog (opens in a new tab) · <1%
- Multi-repo search: How to search across multiple repositories | Sourcegraph (opens in a new tab) · <1%Leaves Augment Code out
- 2%
- Refactoring with AI: Faster Cleanup of Legacy Code - LinkedIn (opens in a new tab) · <1%
- "Why cognitive load - not clean code - is what really matters in coding" | Addy Osmani (opens in a new tab) · <1%
- AI Coding Tools Evolve: Claude Code's Multi-Agent ... - LinkedIn (opens in a new tab) · <1%
- GitHub CTO on AI-assisted coding and monorepo challenges (opens in a new tab) · <1%
- Onboarding AI to Existing Codebase with GitHub Copilot (opens in a new tab) · <1%
- Developers spend 86% of their day on non-coding tasks, prioritizing ... (opens in a new tab) · <1%
- Why Do AI Coding Assistants Generate Non-Existent Functions ? | Soham Sahu posted on the topic (opens in a new tab) · <1%
- Debug Faster, Code Smarter: The Power of AI Assistants in Software Development (opens in a new tab) · <1%
- Generic AI code assistants are failing enterprise teams – it’s time for ... (opens in a new tab) · <1%
- The Right Way To Work Across Multiple Repos with AI Agents (opens in a new tab) · <1%
- Leaves Augment Code out1%
- How to Prepare a Legacy Codebase for AI-Assisted Refactoring (opens in a new tab) · <1%
- 10 AI Code Review Tools That Actually Caught Bugs My Team ... (opens in a new tab) · <1%
- The 6 Best AI Code Review Tools for Pull Requests in 2025 - DEV Community (opens in a new tab) · <1%
- AI Code Review: How to Make it Work for You (opens in a new tab) · <1%
- Exploring Cody - An AI Coding Assistant That Knows Your Codebase - DEV Community (opens in a new tab) · <1%
- 🚀 The "Legacy Code" Nightmare is Over: How AI Agents are ... (opens in a new tab) · <1%
- How Code Coverage Adapts in Multi-Repo or Monorepo Environments - DEV Community (opens in a new tab) · <1%
- I Tested 5 AI Coding Assistants in 2026 — Here's My Honest Ranking - DEV Community (opens in a new tab) · <1%Leaves Augment Code out
