Pedro Gil, VP Engineering at Thermondo, joins Sebastian and Andre to discuss how a company with real-world operational constraints approaches agentic engineering. The episode starts with Pedro’s own workflow: Claude Code acts as a chief of staff across Slack, Confluence, email, research, and codebase exploration, while his personal agent experiments help him evaluate what new models can actually do.

The core of the conversation is Thermondo’s operating model for AI in engineering, product, and design. Pedro describes weekly knowledge-sharing sessions, shared skills, AI-assisted product prototypes, component-driven design workflows, and a careful distinction between code touched by AI and code landed without human oversight. The key theme is accountability: humans do not need to write every line, but they remain responsible for the systems they ship.

The episode then moves into architecture, code review, knowledge bases, and synthetic workers. Pedro argues that higher agent autonomy requires solid platform boundaries, strong safeguards, observability, and humans who understand the platform well enough to recover. His prediction: a lot of procedural office work is closer to agentic automation than most organizations think, especially once data, tools, permissions, and hybrid-search knowledge surfaces improve.

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Links and References

Steve Yegge’s article: https://steve-yegge.medium.com/the-flat-curve-society-36c8b01eb33b 

Beyond Vibe Coding Podcast is a project by Sebastian Heide-Meyer zu Erpen and André Neubauer, partnering with Impala Search. The content is created by us and our guests. Join the discussion on LinkedIn or visit www.bvc.fm, where we publish all episodes. For questions and inquiries, feel free to contact us via LinkedIn⁠⁠. Thank you for your time and see you in the next episode.