The self-healing platform: When your IDP fixes itself

In this talk, Darshit introduces the self-healing platform pattern, an internal developer platform wired to a continuous feedback loop that detects, surfaces, and remediates platform drift automatically, without a ticket to the platform team and without blocking developers.

Most developer portals are read-only dashboards. Darshit walks through the architectural shift that turned his portal into an active platform control surface: scorecards that trigger automated remediation actions, stale service ownership that self-corrects, golden path version drift that raises its own upgrade PR, and SLA breaches that fire platform-side responses before a developer notices.

Key takeaways:
• The self-healing platform architecture: the feedback loop that connects portal state to platform action
• How to implement portal scorecards that trigger remediation, not just report status
• The three self-healing actions that eliminated the highest-volume platform team tickets
• Why self-healing without a human gate creates more incidents than it prevents, and how to design the approval boundary
• The platform maturity signal that predicts whether a self-healing action will be trusted or bypassed