Tokens, Context Windows & Why They Matter for Cost
How to think about context limits, pricing models, and request optimization (Day 6)
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
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Weekly Update
9 Mar 2026 - Weekly Update
SURVIVE THE AI ERA as a Cloud & DevOps Engineer
AI is not replacing engineers. It is replacing engineers who don't evolve
AI APIs: OpenAI, Anthropic, Google & AWS Bedrock
Comparing model APIs like you compare managed services (Day 5)
Prompt Engineering 101
System prompts, few-shot examples, chain-of-thought — the new "config files" of AI (Day 4)
The AI Stack: From GPU Clusters to API Calls
Infrastructure layers behind modern AI — how training and inference pipelines differ (Day 3)