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This is 1 IDEA.

Every episode, 1 engineer explains 1 great idea. That's the show. No buzzwords. No fluff. No marketing. Engineers only.

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Past Episodes

Kill Your Harness, Saahil Jain, 1 idea

Why You.com’s CTO Thinks We’re Overbuilding AI Agents

You.com CTO Saahil Jain on why heavy agent orchestration is a 2024-era mistake, and why value is moving off the harness and onto tools and data.

1 IDEA Luca Mezzalira Thumbnail

The Man Who Wrote the Book on Micro-Frontends

Luca Mezzalira, who literally wrote the book on micro-frontends, explains everything you need to know

How Expedia Rebuilt its platform for AI agents across 30,000 repos

How Expedia Rebuilt Its Platform for AI Agents Across 30k Repos

Thanigai Vellore, VP of Engineering at Expedia, on rebuilding a developer platform for 30,000 repos when AI agents broke every internal tool built for humans.

"Built to Fail" With a diagram of a hub and spoke model for a distributed system

Why AI Made Us Redesign Our Distributed System

Sedai's VP of Engineering on re-architecting a distributed system to expect failure, moving fault tolerance to a central orchestrator so it recovers on its own.

You're Debugging AI Failures the Wrong Way

Why Your AI Agents Keep Failing in Production

On this episode of 1 IDEA, Jason Li (CTO @ Laurel) breaks down how to separate deterministic and probabilistic systems, what that means for incident response, and why AI code generation just made code review the most important bottleneck in your pipeline.

Why AI Isn't Making Eng Teams Faster with Sashanka Vishunvajhala, Text Says, "AI Broke Your SDLC"

Why AI Isn't Actually Making Eng Teams Faster

In this episode of 1 IDEA, Suresh Mathew sits down with Sashanka Vishnuvajhala (SVP of Engineering @ Fanatics) to break down why and how he rebuilt the entire pipeline from spec to production.

Satya Singeetham 1 IDEA Thumbnail

Is Your CI/CD Pipeline Actually Working?

Satya Singeetham (CTO @ New Horizon Bank) is a world-leading expert on CI/CD Pipelines. In this episode of 1 IDEA, he explains how to build a world-class CI/CD setup in 2026.

Why ML Training Data Fails In Production

Validate Your ML Training Data Before Production Does It for You

On this episode of 1 IDEA, Eugene Fratkin (VP of Engineering @ Salesforce) breaks down why ML training data fails in production and what to validate before you ship.

How-30-Years-Tech-Prepared-CTO-AI-Kevin-Trilli-1-idea-TN-1

How 30 Years of Tech Prepared This CTO For AI

On this episode of 1 IDEA, Suresh Mathew sits down with Kevin Trilli (CPTO @ FIS Amount) to unpack his playbook for getting ahead of technology transitions, like the AI era.

GPU Optimization Solved

How We Solved the GPU Problem for Kubernetes

We solved GPU optimization. In this episode of 1 IDEA, Suresh Mathew sits down with Pooja Malik, Distinguished Engineer at Sedai, to talk through how Sedai's engineering team built GPU optimization from scratch, why the standard metrics fail, and what's still unsolved.

$5M ARR Changed Everything

The Startup Within A Startup Playbook

John Wang (Co-Founder @ Assembled) did what most companies talk about but rarely pull off: he spun up a four-person AI team inside an existing company, ran it like a YC startup, and hit millions in ARR in 18 months. But the board was angry, the org nearly split, and the sales team couldn't sell the product.

1 Idea Preeti Somal

How To Prepare For The Next AWS Outage

In this episode of 1 IDEA, Suresh Mathew sits down with Preeti Somal (SVP of Engineering @ Temporal) to unpack how her team prepared for a failure they knew was coming and how other engineering leaders can do the same.

All Episodes

1 IDEA Vinay Pereti Thumbnail

The Bottleneck Test | Vinay Pereti

Vinay Perneti (VP of Eng at Augment) shares the Bottleneck Test: a framework for leaders to empower their teams when they become the blocker.

Mohit Aron 1 IDEA Thumbnail

Minimum Lovable Product | Mohit Aron

Mohit Aron built 2 companies to $10B+ (Nutanix & Cohesity) by rejecting Silicon Valley's MVP obsession. He reveals why a "Minimum Lovable Product" beats an MVP every time.

1 IDEA Rachit Lohani Thumbnail

The 5 AI Guardrails that Actually Worked | Rachit Lohani

Rachit Lohani (fmr. CTO @ Paylocity) breaks down why AI productivity metrics fail — and the guardrails that make AI actually useful.

Salesforce VP Kevin Hill on 1 IDEA

The Runtime Trick Behind Salesforce's UI Overhaul | Kevin Hill

Kevin Hill, VP of Engineering @ Salesforce, shares how backing his team’s “impossible” ideas led to the one idea that unlocked Salesforce’s UI overhaul.

Manish Muhkerjee

How To Ship Features 83% Faster

What happens when AI starts modifying production code faster than your design process can keep up? In this episode of 1 IDEA, Suresh Mathew sits down with Manish Mukherjee (VP of Engineering @ Cisco) to unpack a real scaling problem his team ran into after introducing AI into an existing codebase. What we cover: - Why AI speed breaks traditional “design as you build” workflows - What the team had to do to rework their design process - How those changes reduced feature delivery time from ~12 days to ~2

Guest Ashish Jha talks to 1 IDEA Host Suresh Mathews. The text reads, "From 1 to 1000 customers in 24 hours"

How 4 Engineers Shipped AWS's Fastest Product Launch

Ashish Jha (now Director of Engineering @ Drata) built AWS Audit Manager — one of AWS's fastest-growing services ever — launching in 15 months with 1,000 customers turning it on in the first 24 hours.

Gil Feig, "How to Build On-Prem"

The 23-Minute Playbook for On-Prem Products

Gil Feig (CTO @ Merge) took on what everyone warned him not to: on-premises deployment. 18 weeks to first customer, and a support model that could sink the company.

1 Idea Preeti Somal

How To Prepare For The Next AWS Outage

In this episode of 1 IDEA, Suresh Mathew sits down with Preeti Somal (SVP of Engineering @ Temporal) to unpack how her team prepared for a failure they knew was coming and how other engineering leaders can do the same.

$5M ARR Changed Everything

The Startup Within A Startup Playbook

John Wang (Co-Founder @ Assembled) did what most companies talk about but rarely pull off: he spun up a four-person AI team inside an existing company, ran it like a YC startup, and hit millions in ARR in 18 months. But the board was angry, the org nearly split, and the sales team couldn't sell the product.

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Recent resources

Stop Counting Code

The ONLY Metric to Measure AIs' Impact On Engineering

Salil Joshi, SVP Technology at Digital Remedy, on why the percentage of AI-written code is a vanity metric and the one number he tracks instead.

Kill Your Harness, Saahil Jain, 1 idea

Why You.com’s CTO Thinks We’re Overbuilding AI Agents

You.com CTO Saahil Jain on why heavy agent orchestration is a 2024-era mistake, and why value is moving off the harness and onto tools and data.

Sedai Proof of Value

Our Proof of Value (POV) is a free, guided evaluation that will produce real savings & performance improvements across your cloud resources & AI agents

1 IDEA Luca Mezzalira Thumbnail

The Man Who Wrote the Book on Micro-Frontends

Luca Mezzalira, who literally wrote the book on micro-frontends, explains everything you need to know

Sed Demo Video Thumbnail

Sed Demo Video

Watch a few of the coolest things you can do with Sed, your cloud & AI assistant, in this short demo

Sed Solution Sheet

Learn more about Sed: The cloud & AI assistant from Sedai.

Meet Sed

Meet Sed: Your Cloud & AI Assistant

Sed is an AI assistant that answers questions & makes changes across your entire stack

How Expedia Rebuilt its platform for AI agents across 30,000 repos

How Expedia Rebuilt Its Platform for AI Agents Across 30k Repos

Thanigai Vellore, VP of Engineering at Expedia, on rebuilding a developer platform for 30,000 repos when AI agents broke every internal tool built for humans.

How Palo Alto Networks Takes Control of Its High-Stakes Cloud

Learn how Palo Alto Networks dramatically reduced its cloud costs with Sedai