Fleet 1.13:Teams are now shipping 5x more PRs with autonomous pipelines.See what's new →
FleetFleet
Comparison

Fleet vs. Augment Code: Fleet Orchestration vs. Context-Engine AI Coding Platform

Augment Code provides a hosted AI coding platform with deep codebase indexing and IDE integration. Fleet is a self-hosted orchestration layer for role-based agent teams with governance and reactive handoffs. The tools differ in where they add value.

Augment Code is an AI coding platform focused on retrieval-augmented generation — indexing your entire codebase to give AI agents accurate, up-to-date context. It integrates into IDEs and provides chat, autocomplete, and agent capabilities backed by its context engine.

Fleet does not index your codebase or compete with IDE-level coding assistance. It coordinates a team of specialized agents, each with a defined role and model, connected by a fabric event bus. Fleet's value is in the coordination layer: ensuring the right agent picks up each task, hands off to the right next agent, and that every decision is governed and logged.

Choose Fleet if

Teams that want self-hosted, multi-role agent orchestration with governance, budget controls, and reactive handoffs — not an IDE-integrated context engine.

Choose Augment Code if

Development teams that want a hosted AI coding platform with deep codebase indexing, IDE integration, and retrieval-augmented code generation.

Fleet vs. Augment Code: side by side

FeatureFleetAugment Code
Primary valueMulti-agent coordination and governanceContext-rich code generation and IDE assistance
DeploymentSelf-hosted binary on your infrastructureHosted SaaS with IDE plugins
Codebase indexingNot providedFull codebase indexing with RAG
Multi-agent supportFull role-based roster with handoffsSingle agent/chat per session
Data residencySelf-hosted; your source code goes only to your model backend + GitHub (no third-party indexing)Codebase indexed by Augment servers
IDE integrationTerminal-firstVS Code, JetBrains plugins
GovernanceBudget caps, risk scoring, quarantine, audit logNot exposed to operators
Model choiceDifferent Claude models per agent role (Opus/Sonnet/Haiku)Augment-managed model stack

Where Fleet is the better fit

  • Self-hosted with no codebase indexing by a third party — your source code goes only to your model backend (Bedrock/Vertex in your own cloud) and GitHub
  • Multi-role pipeline automation with reactive handoffs that Augment's session-based model does not support
  • Per-agent run-time budget caps, 6-dimension agent evaluation, and a separate risk model that drives auto-quarantine prevent runaway costs and anomalous behavior
  • Model flexibility within Claude Code — assign a different Claude model (Opus/Sonnet/Haiku) per agent role, not locked to Augment's model stack

Where Augment Code is the better fit

  • Deep codebase indexing produces more contextually accurate suggestions, especially in large or unfamiliar codebases
  • IDE integration provides inline suggestions and chat without leaving the editor
  • Hosted infrastructure means no binary to install, no daemon to manage, and no infrastructure to maintain
  • Strong for individual developer productivity on complex existing codebases where context is the primary bottleneck

Pricing

Augment Code has public pricing, with an Indie plan at $20/month, a Developer plan at $50/month, and team/enterprise tiers above that. Fleet Team is $49/agent slot/month with a free tier. Organizations with strict data residency requirements will find Fleet's local deployment model more viable than Augment's hosted indexing approach.

Do they compete, or coexist?

The tools occupy different layers. Developers can use Augment for interactive coding assistance while Fleet runs the coordination pipeline in the background. There is no direct integration point, but they do not conflict.

Frequently asked questions

Does Fleet's lack of codebase indexing hurt agent quality?

For well-scoped tasks with focused prompts, the agent's native context window is usually sufficient. For very large codebases where cross-file context is critical, teams can integrate code search tools into the agent's toolset. Fleet does not solve the retrieval problem natively.

Can Fleet and Augment Code work together?

Yes, indirectly. Developers use Augment for interactive coding; Fleet runs the coordinator, reviewer, and release manager agents in the background. They operate at different layers and do not conflict.

More comparisons

Fleet vs. Sourcegraph Amp →Fleet vs. GitHub Copilot →Fleet vs. Cline →

Run your first agent fleet

One binary. Five minutes. See every agent, coordinate every handoff, and keep a full audit trail of what your fleet did.

See how it worksInstall Fleet