Author

Isha Shaw

@isha372002

IS Isha Shaw · Towards Dev

AI Agent Token Costs: Why Token Consumption Becomes Your Biggest Production Challenge

AI agent token costs are the #1 hidden expense in production LLM systems. Learn why token consumption scales fast and 5 proven strategies…

Jun 17, 2026 · 3 min read · 45 claps #artificial-intelligence #ai #software-development

AI HUM

IS Isha Shaw · Towards Dev

If you’ve ever wondered how tools like ChatGPT can answer questions about your company’s internal documents, your product manuals, or news…

Jul 14, 2026 · 5 min read · 37 claps #artificial-intelligence #deep-learning #machine-learning

Your Pandas code works great — until the data gets too big. This beginner’s PySpark guide covers everything you need: SparkSession…

Jun 10, 2026 · 8 min read · 5 claps #data-science #data-engineering #software-engineering

IS Isha Shaw · Towards Dev

You’ve heard the buzz. Everyone’s building AI apps. And somewhere in every tutorial, someone drops the word “LangChain” like it explains…

Jun 11, 2026 · 5 min read · 2 claps #artificial-intelligence #data-science #software-engineering

Learn what Medallion Architecture is, how Bronze, Silver, and Gold layers work, and why it’s the foundation of modern data engineering and…

Jun 16, 2026 · 7 min read · 1 claps #data-science #data-engineering #software-development

IS Isha Shaw · Towards Dev

If you’ve spent any time reading about AI agents lately, you’ve probably run into the term MCP (Model Context Protocol). And if you…

Jul 07, 2026 · 6 min read · 0 claps #technology #programming #machine-learning

IS Isha Shaw · Towards Dev

If you are learning backend or cloud engineering, REST APIs and HTTP will appear everywhere from your first tutorial to your first…

Jun 08, 2026 · 6 min read · 0 claps #software-development #software-engineering #data-engineering

IS Isha Shaw · Towards Dev

If you’ve spent any time around AI tools recently, you’ve probably heard the term MCP: Model Context Protocol being thrown around. Maybe…

Jul 09, 2026 · 4 min read · 0 claps #artificial-intelligence #software-engineering #software-development