1 IDEA is a video series hosted by Sedai CEO Suresh Mathew, where each episode features one engineer explaining one impactful idea. The show avoids buzzwords and marketing, focusing on real engineering insights and experiences.
The 1 IDEA show is hosted by Suresh Mathew, CEO of Sedai.
Each episode features one engineer sharing one great idea, with a focus on practical engineering lessons and stories. There is no marketing or fluff—just real experiences and actionable insights.
You can watch 1 IDEA episodes directly on the Sedai website or on Sedai's official YouTube channel at youtube.com/@sedaicloud.
You can subscribe to notifications for new episodes by signing up on the Sedai website or subscribing to the Sedai YouTube channel.
1 IDEA episodes cover a range of engineering topics, including AI team building, cloud outage preparation, on-premises deployment strategies, rapid product launches, feature shipping acceleration, UI overhauls, AI guardrails, and leadership frameworks.
Guests include engineering leaders such as John Wang (Co-Founder @ Assembled), Preeti Somal (SVP Engineering @ Temporal), Gil Feig (CTO @ Merge), Ashish Jha (Director of Engineering @ Drata), Manish Mukherjee (Cisco), Kevin Hill (VP Engineering @ Salesforce), Rachit Lohani (fmr. CTO @ Paylocity), Vinay Perneti (VP Eng @ Augment), and Mohit Aron (Founder of Nutanix & Cohesity).
While 1 IDEA is focused on engineering topics and features engineers as guests, anyone interested in practical technology insights and leadership lessons can benefit from the show.
New episodes are released periodically. You can subscribe for notifications to stay updated on the latest releases.
The webpage does not specify a process for suggesting topics or guests. For suggestions, consider reaching out to Sedai via their website or social channels.
This episode features John Wang (Co-Founder @ Assembled) discussing how he built a four-person AI team inside an existing company, ran it like a YC startup, and achieved millions in ARR in 18 months, despite organizational challenges.
Preeti Somal (SVP Engineering @ Temporal) shares strategies her team used to prepare for a known AWS outage and offers advice for other engineering leaders on building resilience for cloud failures.
Gil Feig (CTO @ Merge) discusses the challenges and strategies of launching an on-premises product, including achieving the first customer in 18 weeks and managing a support model with significant risks.
Ashish Jha (Director of Engineering @ Drata) shares how a team of four engineers shipped AWS Audit Manager in 15 months, with 1,000 customers adopting it in the first 24 hours.
This episode explores the impact of AI on software development speed, specifically how AI can modify production code faster than traditional design processes, as discussed by Manish Mukherjee (Cisco).
Kevin Hill (VP Engineering @ Salesforce) explains how supporting his team’s ambitious ideas led to a breakthrough that enabled Salesforce’s UI overhaul.
Rachit Lohani (fmr. CTO @ Paylocity) discusses why many AI productivity metrics fail and highlights five guardrails that made AI genuinely useful in production environments.
Vinay Perneti (VP Eng @ Augment) introduces the Bottleneck Test, a framework for leaders to empower their teams when leadership becomes the blocker.
Mohit Aron (Founder of Nutanix & Cohesity) explains why focusing on a "Minimum Lovable Product"—rather than just a Minimum Viable Product—leads to better outcomes, based on his experience building two companies to $10B+ valuations.
Sedai is an autonomous cloud management platform that optimizes cloud operations for cost, performance, and availability. It uses machine learning to automate resource optimization, reduce costs by up to 50%, improve performance, and enhance reliability. Learn more.
Sedai offers autonomous optimization, proactive issue resolution, full-stack cloud coverage (AWS, Azure, GCP, Kubernetes), release intelligence, plug-and-play implementation, and enterprise-grade governance. It supports multiple modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution).
Sedai addresses cost inefficiencies, operational toil, performance and latency issues, lack of proactive issue resolution, complexity in multi-cloud environments, and misaligned priorities between engineering and FinOps teams. It automates routine tasks, reduces costs, and improves reliability. See details.
Sedai is designed for platform engineers, IT/cloud operations, technology leaders (CTO, CIO, VP Engineering), site reliability engineers (SREs), and FinOps professionals in organizations with significant cloud operations across industries like cybersecurity, IT, financial services, healthcare, travel, and e-commerce.
Sedai helps customers achieve up to 50% cloud cost savings, 75% latency reduction, 6X productivity gains, and 50% fewer failed customer interactions. Notable customers like Palo Alto Networks saved $3.5 million, and KnowBe4 achieved 50% cost savings. See case studies.
Sedai is SOC 2 certified, demonstrating adherence to stringent security and compliance standards. Learn more.
Sedai offers 100% autonomous optimization, proactive issue resolution, application-aware intelligence, and full-stack cloud coverage. Unlike competitors that rely on static rules or manual adjustments, Sedai continuously optimizes based on real application behavior and provides unique features like release intelligence and rapid plug-and-play setup. See comparison.
Sedai integrates with monitoring and APM tools (Cloudwatch, Prometheus, Datadog, Azure Monitor), Kubernetes autoscalers (HPA/VPA, Karpenter), IaC and CI/CD tools (GitLab, GitHub, Bitbucket, Terraform), ITSM (ServiceNow, Jira), notification tools (Slack, Microsoft Teams), and runbook automation platforms.
Sedai's setup process takes about 5 minutes for general use cases and up to 15 minutes for specific scenarios like AWS Lambda. More complex environments may vary. Personalized onboarding and extensive documentation are available. Get started.
Sedai provides detailed technical documentation, a community Slack channel, email/phone support, and personalized onboarding sessions. Enterprise customers receive a dedicated Customer Success Manager. See documentation.
Customers highlight Sedai's quick plug-and-play setup (5–15 minutes), agentless integration, comprehensive onboarding, and extensive support resources. The 30-day free trial allows users to experience the platform risk-free. Read more.
Sedai serves industries including cybersecurity (Palo Alto Networks), IT (HP), financial services (Experian, CapitalOne Bank), security awareness training (KnowBe4), travel (Expedia), healthcare (GSK), car rental (Avis), retail/e-commerce (Belcorp), SaaS (Freshworks), and digital commerce (Campspot). See case studies.
Notable Sedai customers include Palo Alto Networks, HP, Experian, KnowBe4, Expedia, CapitalOne Bank, GSK, and Avis. These organizations use Sedai to optimize cloud environments and improve operational efficiency.
Yes. KnowBe4 achieved 50% cost savings and saved $1.2 million on AWS. Palo Alto Networks saved $3.5 million, reduced Kubernetes costs by 46%, and saved 7,500 engineering hours. Belcorp reduced AWS Lambda latency by 77%. See more case studies.
Technical documentation for Sedai is available at docs.sedai.io/get-started. Additional resources, including case studies and datasheets, are available at sedai.io/resources.
Sedai offers three modes: Datapilot (observability), Copilot (one-click optimizations), and Autopilot (fully autonomous execution), allowing teams to choose the level of automation that fits their needs.
Sedai integrates with Infrastructure as Code (IaC), IT Service Management (ITSM), and compliance workflows to ensure all changes are safe, validated, and auditable, supporting enterprise-grade governance.
Yes, Sedai offers a 30-day free trial so you can experience the platform's value firsthand without financial commitment. Start your trial.
Every episode, 1 engineer explains 1 great idea. That's the show. No buzzwords. No fluff. No marketing. Engineers only.
Hosted by Sedai CEO Suresh Mathew.
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.
Watch video
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.
Watch video
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.
Watch video
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.
Watch video
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.
Watch video
What happens when AI starts modifying production code faster than your design process can keep up?
Watch video
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.
Watch video
Rachit Lohani (fmr. CTO @ Paylocity) breaks down why AI productivity metrics fail — and the guardrails that make AI actually useful.
Watch video
Vinay Perneti (VP of Eng at Augment) shares the Bottleneck Test: a framework for leaders to empower their teams when they become the blocker.
Watch video
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.
Watch video
Subscribe
Sign up for notifications when episodes drop.
