Infrastructure as Code's Hidden Problem with Pavlo Baron

About this episode

Pavlo Baron discusses the challenges and complexities of Infrastructure as Code, including manual drift management and the need for practical abstractions in platform engineering.

Terraform drift, state wrangling, and a growing “tools for tools” stack are still daily work for many platform teams - despite a decade of DevOps talk and cloud maturity. Why does ops automation so often feel like it needs babysitting? Pavlo Baron breaks down where Infrastructure as Code tends to break down in real organizations: manual drift management, low-level state complexity, and a lack of practical abstractions that let developers self-serve without inheriting the entire ops burden. The conversation digs into what a more use-case-driven approach could look like - where teams can choose when to enforce desired state, when to accept emergency changes, and how to build “guardrails” that reduce mistakes without slowing delivery. Pavlo also explains why type safety and constrained interfaces matter (especially as AI starts generating more code and infrastructure changes), and why the future of platform engineering depends less on slogans and more on systems that reduce toil. Guest: Pavlo Baron , Co-Founder and CEO of Platform Engineering Labs Pavlo Baron is Co-Founder and CEO of Platform Engineering Labs, who are crafting tools to remove the toil from the operations work, with…

People in this episode

Host: Cory O'Daniel

Guest: Pavlo Baron

Topics covered

• Infrastructure as Code
• DevOps
• Platform Engineering
• Automation
• Operational Complexity
• Type Safety

Keywords

• Terraform drift
• state wrangling
• tools for tools
• ops automation
• manual drift management
• type safety
• AI code generation

Mentioned in this episode

Organizations: Platform Engineering Labs, IBM

Products: Terraform

Books & works: Instana

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