Staging environment

Agentic Coding at Scale: Verification Loops That Hold

Hosted by Aishwarya & Arvind and Daisy Hollman

605 students

In this video

What you'll learn

Find where agent workflows break

The access gap, context economics, and the review bottleneck that eats the productivity gain

Build a verification loop

Wire tests, linters, and runtime checks into a loop the agent runs on itself, unsupervised.

Scale the loop across a team

Customization as shared infrastructure: versioned skills, hook guardrails, session triage.

Why this topic matters

Coding agents no longer just autocomplete. They plan, act, and check their own work, and that shift lands hardest in large codebases. An agent that cannot see design docs, CI signals, or team conventions produces output nobody trusts, and unverified diffs move the bottleneck to review. As longer context and on-demand tooling raise the ceiling, the scarce resource becomes engineer attention.

You'll learn from

Aishwarya & Arvind

AI Engineers | Building & Teaching @ The Gen Academy

Aishwarya Srinivasan is the co-founder of The Gen Academy and one of the world's most recognized AI educators, with a community of over 1.2 million AI professionals across social platforms. Previously, she led AI Developer Relations at Fireworks AI and spent over a decade building AI products and ecosystems at Google, Microsoft, and IBM. She holds a Master's in Data Science from Columbia University.


Arvind Narayanamurthy is the Co-founder of The Gen Academy, Previously AI Solutions Architect at Ema, and Founder of Eikos Health. He has built and deployed enterprise AI systems across Microsoft, IBM, Adobe, and high-growth startups, leading initiatives that translated machine learning into measurable business impact. Arvind holds a Master's degree from Carnegie Mellon University.

Daisy Hollman

Member of Technical Staff @ Anthropic

Daisy Hollman is a Member of Technical Staff at Anthropic, where she works on Claude Code and has led the design and implementation of plugins, agent teams, and skills. She previously spent a decade on the ISO C++ standards committee, chairing the study group on C++ ranges and contributing to std::mdspan, std::atomic_ref, and the executors work that became std::execution. She holds a PhD in theoretical quantum chemistry.

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Mastering Agentic AI: Certification by The Gen Academy
Aishwarya Srinivasan and Arvind Narayanamurthy
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