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Frontend insights &
engineering stories.

Deep dives into modern frontend development, React and Next.js, and the tools I use daily.

Building Your First AI Workflow with LLMs and APIs — article by Amrit Sapkota
AI Workflows
Jul 17, 20268 min read

Building Your First AI Workflow with LLMs and APIs

Learn how to build an AI workflow by wiring an LLM into a real process with APIs, prompts, structured output, and tool calls. A hands-on guide with code, patterns, and the pitfalls to avoid before you ship.

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Why Dev Teams Are Adopting AI Workflows (and How to Start) — article by Amrit Sapkota
AI Workflows
Jul 17, 20267 min read

Why Dev Teams Are Adopting AI Workflows (and How to Start)

AI workflows for dev teams are moving from experiment to standard practice. Here's why engineering teams adopt AI-assisted development, the real productivity and quality wins, the risks to manage, and a pragmatic way to start without disrupting your team.

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Amrit Sapkota.

Modern frontend development — React, Next.js and fast, accessible interfaces. Based in Pokhara, Nepal, working worldwide.

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