Building Reinforcement Learning into self-healing code and systems w/ Deductive AI I Enginears Podcast

Building Reinforcement Learning into self-healing code and systems w/ Deductive AI I Enginears Podcast

From Enginears by Enginears

February 25, 2026 · 35 min · Season 1 · Episode 182

About this episode

Sameer from Deductive AI discusses the integration of reinforcement learning into self-healing code and systems.

Today I’m joined by Deductive AI. Sameer is an absolute powerhouse, one of the Founding Engineers at Databricks, spent 5 years at Meta building large scale services and now building Deductive AI. Deductive are building self-healing, self-learning services. They are building reinforcement learning into their product offering to heal legacy (..even new code) being generated by AI. Sameer's background and being a Founding Engineer at Databricks Recognising an opportunity in reinforcement learning and self-healing / self-learning code and systems Building an AI-SRE Generating a course of action in ambiguous cases -> an open-ended engineering challenge that has never been seen before and planning for cases like this Bets that Deductive are placing in the next 6-12 months If you're keen to share your story, please reach out to us! Guest: Powered by Artifeks! https://www.linkedin.com/company/artifeksrecruitment https://www.artifeks.co.uk https://www.linkedin.com/in/agilerecruiter LinkedIn: https://www.linkedin.com/company/enginearsio Twitter: https://x.com/Enginearsio All Podcast Platforms: https://smartlink.ausha.co/enginears Hosted on Ausha. See ausha.co/privacy-policy for more…

People in this episode

Host: Enginears

Guest: Sameer

Topics covered

  • reinforcement learning
  • self-healing code
  • AI services
  • engineering challenges
  • Deductive AI

Keywords

  • reinforcement learning
  • self-healing
  • AI
  • Deductive AI
  • Databricks
  • Meta
  • engineering challenges

Sponsors

Artifeks

Mentioned in this episode

Organizations: Deductive AI, Databricks, Meta

More episodes of Enginears

Explore listener stats, chart rankings, contacts and more on the Enginears podcast page.