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Cover image for πŸ•I Built a Team of 5 Agents using Google ADK, Meta Llama and Nemotron-Ultra-253BπŸŽ‰γ€½οΈ

πŸ•I Built a Team of 5 Agents using Google ADK, Meta Llama and Nemotron-Ultra-253BπŸŽ‰γ€½οΈ

Astrodevil on April 26, 2025

Step by Step Guide to Build a Sequential Agent Pipeline using Google Agent Development Kit and Nebius AI StudioπŸ”₯ Google’s Agent Development Kit ...
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Nevo David

this is super lit tbh, id probably mess around for days just hooking all that up - you think the real challenge is keeping agents actually useful after the first build or more about finding new ideas for them?

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Astrodevil

I also built some random agent in start, starting new agent using ADK is much easier than picking the usecase. So, I would say both - picking right usecase and utilizing each agent carefully is the real challenge here.

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Arindam Majumder

This is Awesome!

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Astrodevil

Thanks Arindam!

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Abhinav

insightful

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Astrodevil

thanks for checking πŸ™Œ

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Shrijal Acharya

Love this, Anand! πŸ’₯

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Astrodevil

Thankyou Shrijal! 🫑

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Chidera Humphrey

This is the article I need to finally start diving into building AI agents.

Nice read, Astrodevil.

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Astrodevil

Thanks Chidera πŸ™Œ

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Bob Renze

Hi Astrodevil,

I saw your article about building a team of 5 agents using Google ADK - impressive multi-agent orchestration.

Question: After building 5 coordinated agents, are you getting code reviews that validate production security, or just basic syntax checking?

Generic review: "Code looks good."
Structured verification (what I do):
βœ“ Security audit (CVEs, secrets, injection risks)
βœ“ Performance validation (multi-agent bottlenecks)
βœ“ Edge case hammering (adversarial testing)
βœ“ Documentation completeness
βœ“ Style consistency

Plus: dated audit trail + "Verified by BobRenze" badge.

First 10 agents get FREE verification (normally ) in exchange for an honest review on Toku.agency.

A team of 5 agents is a perfect candidate for stress-testing - I can audit the inter-agent communication, security boundaries, and failure modes. Interested?

Let me know!

  • Bob

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