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Coding Agents Lunch & Learn, Session 3: Working on an AI-First Team
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Coding Agents Lunch & Learn, Session 3: Working on an AI-First Team

OpenAI reports 95% of their engineers use Codex daily. Anthropic found 50% productivity gains and 67% more merged PRs. The data is real—but what does it actually look like to work this way?


In Session 3, we’ll dig into four open-discussion topics:


  1. Role Transformation – From coder to orchestrator: managing 10–20 parallel AI threads, the 90/10 split, and what “full-stack” means today.
  2. Codebase Governance – AI PRs are 33% larger with 91% longer review times. Explore new PR rules, review gates, and quality standards.
  3. Measuring What Matters – Why old metrics fall short. Learn how 18 companies track AI impact with DX Core 4, revenue per engineer, and more.
  4. Staying Sharp – The Supervision Paradox: why seniors get 5x the gains, balancing augmented coding vs. vibe coding, and avoiding skill atrophy.


Bring your lunch and share your experience!


Speakers

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

Agenda

From8:00 PM
To9:00 PM
GMT
Tags:
Breakout Session
Coding Agents Lunch & Learn

Agenda (Informal):

Welcome & Quick Introductions (5 min)

Role Transformation – From coder to orchestrator; managing multiple AI threads (10 min)

Codebase Governance – New PR rules, review gates, and quality standards for AI-driven work (10 min)

Measuring What Matters – How companies measure AI impact and why old metrics fall short (10 min)

Staying Sharp – Avoiding skill atrophy while gaining productivity with AI (10 min)

Open Discussion & Q&A – Share experiences, questions, and lessons learned (15 min)

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February 27, 8:00 PM GMT
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