Archive - The Nuanced Perspective

Claude Code 101: A First Principles Approach

A working mental model for when to reach for CLAUDE.md, skills, hooks, and subagents

Jun 20 • Akshat Kharbanda, Aiza Hasib, and Aishwarya Naresh Reganti

Building a Multi-Agent Content OS with Claude Code

You feed a three-hour podcast transcript into Claude and ask for a thread, a blog post, and a newsletter section.

May 23 • Akshat Kharbanda, Aiza Hasib, and Aishwarya Naresh Reganti

Designing AI Harnesses: Principles and Practice

A framework for thinking about agents, models, and the layer in between by Rachitt Shah

Jul 9

Reinforcement Learning 101

The training method behind every model you are evaluating, buying, or building on

Jun 6 • Prahitha Movva, Aiza Hasib, and Aishwarya Naresh Reganti

AI Engineering Simply Explained in Under 17 Mins

A mind map for learning how AI products are built

Jul 6 • Aishwarya Naresh Reganti

The Model Is Not The Product

Harness Engineering: Part 1 of 3

Jul 18 • Ravi Yenduri

How Leading AI Teams Design Evals for Production Agents

Insights from Arize Observe 2026.

Jun 13 • Prahitha Movva, Aiza Hasib, and Aishwarya Naresh Reganti

MCP: Overhyped, Misunderstood, and Actually Useful

The number of MCP (Model Context Protocol) myths floating around lately is piling up. Here’s our attempt to give you the nuanced perspective it…

Apr 5, 2025 • Kiriti Badam

How to Choose Your AI Agent Stack in 2026

A builder’s framework for the feature-parity race

Jun 19 • Aishwarya Naresh Reganti, Kiriti Badam, and Aiza Hasib

How to Ship Production Ready Code with AI Assistance

The RePPIT framework by Mihail Eric

May 30

How to Build Your Operating System Using Codex, for Beginners

Codex is a beast for automating workflows, but only if you know how to setup the right systems around it

Jul 16 • Aishwarya Naresh Reganti

A Guide to Building Voice AI for Production

The framework Vapi uses to ship voice agents at enterprise scale

Jun 27

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