Platform
Certification
The AgentSwarms — Agentic AI Practitioner credential at /certification combines a knowledge exam with a graded review of work you actually built. You cannot pass it by reading alone.
What the exam covers
- Multiple choice
- 50 questions in 90 minutes, drawn across LLM fundamentals, agentic patterns, guardrails, Responsible AI, memory, multi-agent swarms, SQL agents, and scaling.
- Hands-on review
- A graded evaluation of 5 agents and 2 swarms you built yourself — provisioned template demos don't count. An evaluator model scores their configuration: prompts, tools, guardrails, topology.
Pass thresholds: MCQ ≥ 80%, agents ≥ 60%, swarms ≥ 40%. The MCQ section is scored server-side on submission; the hands-on review is scored by an evaluator model, and the result is finalized immediately — no waiting period for grading.
Eligibility
- Pass the track quizzes in the curriculum first — the certification page shows your quiz progress and which tracks remain.
- Have at least 5 self-built agents and 2 self-built swarms in your workspace. The page counts these for you and links to the builders if you're short.
Retakes
Failed attempts have a 15-day cooldown. You can skip the cooldown by contributing to the community: publish one agent and one swarm. The exam questions rotate between attempts.
The certificate
A passing result issues a certificate with a stable public URL you can link from a CV or LinkedIn profile, verifiable without an AgentSwarms account.
The interview questions page covers much of the same ground as the MCQ section — it doubles as a practice bank.