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Coding Agents Lunch & Learn - Session 14 From Agent Demos to Production Reality
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Coding Agents Lunch & Learn - Session 14 From Agent Demos to Production Reality

Join us for Session 14 of the Coding Agents Lunch & Learn, our weekly community series exploring the tools, workflows, frameworks, and real-world applications shaping the future of AI coding agents.

This week, we’re diving into what happens when agents move beyond demos and into production workflows.

We’ll kick things off with a behind-the-scenes case study from Port of Context, where CEO Patrick Kelly will unpack how their team built and evaluated a GTM agent using Goose X Code Mode. Expect a practical look into agent design, performance measurement, token usage, execution time, lessons learned, and what actually matters when evaluating autonomous systems in production. Patrick will also share how manually running this process inspired the creation of the Agent Voyager Project (AVP), an open public specification for agent observability.

We’ll also hear from Sahil Kathpal for a focused lightning talk on techniques and frameworks for running long autonomous agent sessions reliably, the kind of agent workflows that persist for 60–90 minutes and require robustness, persistence, and orchestration to succeed.

Whether you’re building coding agents, experimenting with autonomous workflows, or trying to understand what reliable agent systems look like in practice, this session is for you.

Speakers

Rahul Parundekar
Founder @ A.I. Hero, inc.
Demetrios Brinkmann
Chief Happiness Engineer @ MLOps Community
Leo Walker
AI Engineer @ KaiCare.ai
Demetrios Brinkmann
Founder & CEO @ MLOps Community

Agenda

From4:00 PM
To4:05 PM
GMT
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Opening / Closing
Welcome & Community Updates

Quick intro, announcements, and what’s new in the Coding Agents ecosystem.

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From4:05 PM
To4:40 PM
GMT
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Presentation
Talk 1: Building & Measuring a GTM Agent with Goose X Code Mode, Patrick Kelly, CEO at Port of Cont

How Port of Context built their GTM agent A deep dive into the Goose X Code Mode case study Measuring impact: token usage, time elapsed, and key performance signals Lessons learned and practical takeaways for agent builders From manual workflows to the Agent Voyager Project (AVP): an open spec for agent observability Live Q&A

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From4:40 PM
To4:50 PM
GMT
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Fireside Chat
Lightning Talk: Running Long Autonomous Agent Sessions Reliably, Sahil Kathpal

Techniques for reliable long-running agent workflows Frameworks and orchestration patterns for 1–1.5 hour autonomous sessions Common failure modes and practical reliability tactics

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From4:50 PM
To5:00 PM
GMT
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Opening / Closing
Open Discussion & Community Q&A

Bring your questions, share what you’re building, and discuss agent workflows with the community.

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Starting in 13 hours 23 minutes 48 seconds
June 05, 4:00 PM GMT
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Starting in 13 hours 23 minutes 48 seconds
June 05, 4:00 PM GMT
Online
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MLOps Community
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