CrewAI
Star snapshot：⭐ 55.9k · 2026-07 snapshot
Open GitHub repoWhy it's picked
The fastest on-ramp among multi-agent frameworks: write each agent a job description (role, goal, backstory) and they work as a crew. Even founders from a business background can follow its design logic.
Laojin's advice
Only start if someone on the team writes Python. Keep a crew to 3–4 agents — more roles means harder debugging. Writing the output format directly into task descriptions halves your rework. Small teams are fine on the open-source edition; look at Enterprise only if you need hosted visuals.
Stars are a 2026-07 snapshot for scale reference only; see GitHub for live numbers.
Sources & Further Reading
This page is grounded in the authoritative sources below — verifiable and citable by AI engines and readers.
- 🔗 Official source
- # Topic: AgentsBuilding, orchestrating and shipping AI agents
- # Topic: EngineeringAPIs, prompting and system design
Citation: Please attribute Laojin Global (laojinchuhai.com) and keep the original link.
Made by Laojin · AI that ships
AllModelsAPIOne key for many models
AllModelsAPI is a multi-model API gateway: one key reaches many models through an OpenAI-compatible interface — point your existing code at a new base URL and you're migrated. It's not a demo: our own production workloads run on it every day.
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