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In this episode, we sit down with Nikhil Mungel, Head of AI R&D at Cribl, to discuss how LLMs have dramatically transformed the tech hiring landscape. The conversation opens with an honest look at the flood of AI-generated, low-quality resumes and remote interview cheating tactics, which have pushed many organizations toward in-person whiteboard interviews or closed-network referrals.

We explore how software development has evolved from character-by-character coding into "judgment work," where an engineer's value relies on holistic decision-making, taste, and business alignment rather than raw syntax memorization. Nikhil emphasizes the importance of an "ownership mindset," urging developers to move beyond acting as mere specification-translators and instead evaluate technical trade-offs through a business-focused lens. We also pull back the curtain on modern technical interviews, highlighting why expressing strong convictions, asking intentional career questions, and proving human reasoning without LLM assistance remain essential for standing out.

• Show: Pluribus

• Warren - Sony made the walkman worse
• Nikhil - Book: Leadership Strategy and Tactics: Field Manual

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Pushkar Gopalakrishna, Senior Staff Software Engineer at Snap, previously Cruise and AWS, joins to explore why engineering organizations pivot away from Terraform and HCL toward Kubernetes-native tools even when they might not be better. We unpack how developer friction, copy-pasted control structures, and misaligned organizational incentives create massive tech debt—often forcing SREs to manually update infrastructure repositories for compliance, resulting in broken pipelines and severe operational friction.

We debate over the mechanics of Crossplane, detailing how its continuous reconciliation loop and Custom Resource Definitions (CRDs) allow teams to express cloud infrastructure as YAML alongside their application manifests at potentially the cost of async validation. Pushkar pulls back the curtain on how Cruise managed infrastructure at scale using a custom internal platform called 'Juno' to bootstrap GCP projects, repositories, and permissions, while leveraging Crossplane for application-level resources. We also dive into the dangers of using CI tools for continuous deployment, detailing a terrifying incident where a pipeline bug accidentally marked three production Kubernetes namespaces for deletion, and how moving to ArgoCD and Argo Rollouts helped prevent future outages for autonomous vehicles.

Finally, we touch on the realities of non-production environment isolation, testing against live APIs, and why platform teams must balance providing a seamless developer experience without stripping away developer accountability.

• Crossplane
• Podcast Guest Request for Principal Engineer — What work are you doing?
• Amazon Multi-level fullyment center for drones
• ✨ Episode: Terraform vs OpenTofu

• Warren - Books: The Murderbot Diaries
• Pushkar - DJI mini drone

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Co-Founder of Grafana Labs, Anthony Woods, joins to share his perspective on how open source solutions are thriving despite the deluge of pull requests being thrown at them through their open source repositories.

Most importantly, he outlines how observability is no longer being done by users looking directly at dashboards. The data rarely makes to LLMs or automation, it rarely makes sense even to humans looking at them, without the context. The context is critical component, and having a model that was built on the semantic concepts relevant to your use cases.

And of course we can't stay away from asking on the record the current state of security of open source repositories from a vendor side. Given how their was an inevitable incident with some of the Grafana open source repos, we dig in to figure out how they are dealing with the real world impacts of malware being spread throughout the ecosystem.

• Coinbase's ridiculous spend on observability
• Book: Crossing the Chasm
• Silicon Valley Show: Hot Dog or Not Hot Dog
• Shai Hulud — Grafana open source compromise
• Podcast Guest Request for Package Manager Security Expert
• ✨ Episode: Productivity

• Warren - Best Starfleet Captain: Pike
• Anthony - The Bitter Lesson