Data as of Sep 9, 2026 · Based on 3,265,539 AI responses across 10,525 prompts · See how Parse measures this
Augment Codeaugmentcode.comCosmos 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.
The market map · 5 of 100 labelled
AI Developer Productivity Tools →80%positive
bestcontext enginespecifically designedcontext-awarespecializedenterprise-gradesemantic context engineai-powered
Excerpts where Augment Code appeared in the AI's answer
Augment Code and Sourcegraph offer the strongest native cross-repository context retrieval for massive enterprise codebases
Augment Code: Specifically engineered with an enterprise "Context Engine" designed to ingest massive file counts
Excerpts where Augment Code appeared in the AI's answer
Augment Code — has a dedicated context engine for semantic codebase indexing and retrieval, with IDE integrations.
Augment Code : Tailored specifically for large enterprise repositories, Augment provides a dedicated "Context Engine" plugin for VS Code and JetBrains.
Excerpts where Augment Code appeared in the AI's answer
Augment Code (Cosmos) — Parses external security reports and scanner findings, triages alerts, and automatically opens audit-ready fix pull requests or tickets.
