Sandip Das

Senior Cloud, DevOps, MLOps & ML Platform Engineer | Heading Cloud, DevOps & MLOps for start-ups | AWS Container Hero | Educator | Mentor | Teaching Cloud, DevOps & Programming in Simple Way

Check out the latest posts

AI RoadmapPrioritization framework AI

Building Your AI Roadmap as a DevOps Team

Prioritization framework, quick wins vs long-term bets, and how to get leadership buy-in (Day 29)

Platform EngineeringAI AI-native IDPs

The Future of Platform Engineering with AI

AI-native IDPs, self-healing infrastructure, and what the "AI-augmented SRE" looks like in 2026 (Day 28)

AI GovernanceAI Compliance Enterprise AI Policies

AI Governance, Compliance & Enterprise Policies

Data residency, model access controls, audit logging, and responsible AI frameworks for teams (Day 27)

Multi-Agent AI SystemsAI Agent Orchestration Patterns AI

Multi-Agent AI Systems & Orchestration Patterns

Supervisor patterns, parallel execution, agent-to-agent communication — and when NOT to use them (Day 26)

Monitoring AIAI Drift Monitoring AI Quality Monitoring

Monitoring AI in Production: Drift, Quality & Evals

LLM evaluation frameworks, output monitoring with Langfuse/Helicone, drift detection(Day 25)

AI Cost OptimizationAI Prompt Caching AI Interface Batching

AI Cost Optimization: Caching, Batching & Right-sizing

Semantic caching, request batching, model cascading — techniques to slash AI infra bills (Day 24)

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