The Fallback Is the Contract: Reliability Patterns for...
Every LLM-backed agent in this platform has a deterministic rule-based fallback. The case always finalises. The fallback isn't a workaround — it's the contract.
#Production
Production engineering focuses on the practices that keep systems reliable after deployment. These articles cover error budgets, fallback contracts, deployment strategies, and the operational discipline required to run multi-agent AI and distributed systems at production quality.
2 posts tagged with production. ← All posts
GKE for stateful AI workloads — the patterns that...
Multi-agent stacks have state: vector indexes, chat histories, agent memory. GKE for AI workloads needs StatefulSets, PVCs, gateway controllers, and the patterns that work in 2026.
All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.