KSUG.AI Agentic Swarms for Developer Productivity

Let's learn Agentic AI! Welcome to our KSUG.AI Americas meetup!

Latest promotions discovered by our community!

• 30% off KubeCon Europe 2026 using code KSAI
• 35% off Linux Foundation Certs using code SKILLSMIX26
• Up to 30% off popular Books and Events

Stop Babysitting LLMs, Start Shipping.

PRs got bigger, not better. Seniors are burning hours on AI bug hunts while throughput stays flat. Encode your existing SDLC into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed CI.

## Swarm Architecture

Encodes a full SDLC loop (issue → spec → plan → PR → gate → deploy) in a gated 45-agent swarm you can explore after the talk.

## Shift Left

Mutation-on-diff and contract/schema checks wired into your agentic flow before review. Reduce review pain instead of just generating more code.

## Failure Modes & Guardrails

Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers.

## Takeaways

• ✓You'll leave with a working demo swarm repository you can clone into your own repos, and a clearer way to decide when to lean on tokens versus human review.
• ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and review pain.
• ✓The talk and swarm will be released under Apache 2.0.

Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.

Volunteers / Sponsors / Speakers:

KSUG.AI is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 31,000+ Cloud Native + AI enthusiasts globally. Volunteering, Submit Topics, Sponsor Us!

🚀 Let's be kubestrong!
🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join #Discord for latest update 👉 https://discord.com/invite/Rp9WzYyKua

🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬:
☸ 30% OFF #CNCF Certs - code 30K8SUG
☸ 37% OFF #KodeKloud plans - code K8SUGKK

𝟏𝟖𝟎,𝟎𝟎𝟎+ follow KSUG.AI 🔥 linktr.ee/ksug.ai
✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡
✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰
✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪
KSUG.AI - KubeSmart & AI User Group

By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's Privacy Policy. Additionally, you agree that our sponsors may contact you.

KSUG.AI is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.