Leena Agarwal

Agentic AI Execution

The podcast for TPMs, product managers, and builders shipping real AI systems. No hype, no frameworks — just honest conversations about what it actually takes to move from model to production. Topics include agentic AI, AI program execution, stakeholder alignment, technical roadmaps, and building trust in AI-driven orgs. Hosted by Leena Agarwal, 18-year TPM veteran from Amazon and Meta. New episodes every week. Built for tech leaders who ship.

Author

Leena Agarwal

Category

Technology

Podcast website

podcasters.spotify.com

Latest episode

Jul 7, 2026

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Episodes

60% of Web Traffic is AI: Why You Must Stop Building for Humans 07.07.2026

**The internet has fundamentally changed.** Over 60% of web traffic is now driven by AI agents, not humans. If you are still building landing pages and products exclusively for people, you are missing the biggest shift since the dot-com boom. In this episode of *Agentic AI Execution*, Mariane—Head of DevRel at You.com and founder of the Founders Bay community—breaks down why we are entering an AI...

Why AI Agents Still Make Wrong Calls — Even With Perfect Memory | Adelina, Founder of Rory Plans 30.06.2026

What if the hardest problem in AI agents isn't memory — it's judgment? In this episode of Agentic AI Execution, I sit down with Adelina — former colleague at Cruise, later at Vercel, and now founder of Rory Plans, building AI agents for organizational decision-making. We get into why agents with perfect memory still make the wrong recommendation, why bad decisions compound faster than you&...

Why Your AI Agent is One API Key Away From a $20,000 Disaster 💸 24.06.2026

*Are you vibe coding your way into a massive cloud billing nightmare?* AI agents are already writing code, reviewing ads, and making autonomous decisions. But who is actually watching them? In this episode, Leena sits down with Lulu, a data infrastructure expert who has scaled systems at Capital One, Block, and Reddit. They break down the "real talk" of scaling AI safely, why AI-generate...

Why AI Products Fail: Faster Execution Isn't Enough | Ex-Meta & Microsoft PM Revital 16.06.2026

Engineering velocity just skyrocketed. Code is being written, tested, and shipped 10x faster than ever before thanks to generative and agentic AI.And yet — product failure rates are rising. Why? Because speeding up execution doesn't automatically mean progress. The bottleneck was never engineering. It was always judgment. In this episode, host Leena sits down with Revital — executive coach, st...

Is The TPM Role Dying? 15.06.2026

In this episode of Agentic AI Execution, Priyanka Shinde—founder of Solomate AI and former TPM leader at Meta and Cruise—joins the show. Following the massive wave of tech layoffs, Priyanka shares raw insights on why your job title might change, but your core execution and leadership skills are evergreen. We dive deep into how "English is the hottest new programming language", the realit...

Why Your AI Will Go Rogue (And How to Stop It)? 26.05.2026

Most companies fall in love with their AI on day one. Nobody asks what happens on day two. In this episode of Agentic AI Execution, I sit down with Noelle Russell — Employee #10 at Amazon Alexa, founder of the AI Leadership Institute, and closing in on 1 million views on her TED Talk. We cover:→ Why most AI systems go rogue (and who's really responsible)→ The principle of least privilege — and...

Your Time Is the New Currency | Energy, Innovation & Agentic AI 21.05.2026

Anya Eydman advises startups, utilities, and government agencies on deploying real innovation in energy and critical infrastructure — some of the most regulated environments in the world. She's a 2x founder who has built partnerships across 400+ organizations and generated $15M+ in strategic value. She knows exactly what it takes to move from idea to real-world deployment. In this episode we c...

What separates a real builder from someone just chasing the shiny thing? 21.05.2026

Brendan Beh has run hundreds of hackathons across APAC and built AI.SEA — a grassroots network of 10,000+ builders across 8 APAC countries. He knows exactly who holds up under pressure and why. In this episode we cover:→ How to move fast in hackathons without blowing things up→ Why AI is best treated like a really smart intern→ What separates serious builders from surface-level hackers→ How APAC i...

Your Job Roles Aren’t Dissolving, They’re Evolving. Here’s How to Survive. 19.05.2026

The Ultimate Tech Survival Guide: Rebuilding After Tech Layoffs & Thriving as an AI TPM 🚀What do you do when a "Reduction in Force" hits you at one of the biggest tech companies in the world? In this episode, we sit down with Kopal, a tech program leader with 15+ years of experience across Intel, Google, and Amazon. In April 2025, Kopal was caught in a massive Google layoff wave—dri...

What does a responsible agentic AI workflow actually look like? 06.05.2026

Ilya co-founded AWS Chatbot — now Amazon Q for Developers — before large language models even existed. Today he builds agentic AI platforms and has one of the most thoughtful personal AI systems I've come across. We worked together at AWS, and this conversation reminded me why his thinking has always been a step ahead.00:00 Introduction02:18 Why Ilya runs every AI workflow manually03:34 The lo...

Vibe Coding Won't Save You — Here's What Will | Agentic AI Execution Ep. 5 03.05.2026

Former Amazon Senior PM and Maven instructor GK joins the show to explain why "vibing" with AI isn't enough to build professional-grade systems. She introduces Spec Engineering—her tactical framework for moving beyond the prompt to build high-quality, deterministic AI agents.📌 Timestamps:0:00 - Introduction to GK2:15 - AI as a tool for Neurodivergence8:40 - Why Vibe Coding doesn't scale12:50 - Th...

AI Agent Signed a Legal Contract in Vietnam (Without My Permission) 📉 | Agentic AI Execution Ep. 4 02.05.2026

In 2026, 36% of all new ventures are solo-founded. We are witnessing the birth of the "Invisible Enterprise"—a model where human founders stop "doing" and start "directing" a swarm of autonomous agents to handle everything from revenue operations to legal negotiations. In this episode of Agentic AI Execution, I sit down with Tim Cortinovis to discuss the shift from &q...

Why 95% of AI Agents Never Ship (and How to Be the 5%) | Agentic AI Execution Ep. 3 27.04.2026

95% of AI agents never leave the demo stage. They look great in a prototype — and then collapse under real production pressure. In this episode, Jyothi Nookula (ex-AWS, Meta, Netflix | 12 patents | 1,500+ PMs coached) breaks down exactly what separates the agents that ship from the ones that don't — and what it means for product managers building in the agentic era right now. What you'll l...

AI Is Killing Junior Devs. A 23-Year Amazon Vet Tells The Truth | Agentic AI Execution Ep. 2 21.04.2026

Is AI quietly ending the junior developer career path? Leah Melvoin spent 23 years at Amazon — she joined when the company had ~100 employees and left as a Principal TPM who personally resolved over 200 engineering pain points. She created the Voice of the Developer program and wrote the leveling guides thousands of engineers still use today. In this episode, she gives an unfiltered take on what a...

Former Meta TPM: Why Most AI Programs Fail | Jenny Truong 13.04.2026

Most AI programs fail—not because of the technology, but because of broken trust and misaligned decision ownership. In this debut episode of Agentic AI Execution, Jenny Truong (14 years at Meta leading Newsfeed and Stories) joins Leena Agarwal to break down the honest, practical playbook for executing AI programs that actually scale. In this episode, we cover: ✦ The APP Framework: Acknowledge, Pla...

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