[::] Agentic Stacks

Devin vs Goose

Pick two tools from the same category to compare side-by-side.

Devin
Cognition's autonomous cloud software engineer that plans, codes, tests, and opens pull requests on its own.
Goose
Open-source, on-machine AI agent created by Block, now hosted at the Linux Foundation's Agentic AI Foundation.
Category harnessharness
Vendor type commercialopen source
Pricing freemiumfree
Strengths
  • + Fully autonomous cloud sessions that run tasks end to end without local setup
  • + Access to multiple frontier model families plus Cognition's own SWE models
  • + Quota-based plans scale from a free tier to high-usage Max and Teams tiers
  • + Fully open source (Apache 2.0) under neutral Linux Foundation governance
  • + MCP-native extension model with a large extension catalog
  • + Desktop app, CLI, and API interfaces; runs entirely on your machine
  • + Provider-agnostic, including local models via Ollama
Tradeoffs
  • − Works best on well-scoped tasks; practitioners report mixed results on ambiguous or large refactors
  • − Quota allowances can deplete quickly on long autonomous runs, pushing users to API-priced top-ups
  • − Closed source with less interactive steering than pair-programming style CLI agents
  • − No hosted/cloud offering; users manage their own keys and token spend
  • − Broader general-purpose focus means fewer coding-specific guardrails than dedicated coding harnesses
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