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Guidance and insights on AI, career, and life for those who appreciate depth

Platform
Substack
PricingFreemiumPublishesTwice weekly
Issues55Founded2 years agoLast Issue7 days ago
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Latest Issues

The Ultimate Beginner's Guide to Any AI Agent (Including the Ones That Don't Exist Yet)

Quick Note: This post is based on our YouTube video linked below.

Starting this week, we’ll be releasing new videos every week, across different levels and for different kinds of learners. There’s a lot of tool FOMO on YouTube right now. E...

7 days ago
9

Claude Code 101: A First Principles Approach

Most people meet Claude Code as a list of features to learn that just keeps growing. There is CLAUDE.md, rules, skills, hooks, subagents and MCP, with something new shipping almost every week. It is natural to feel like you are perpetually...

12 days ago
32

How to Choose Your AI Agent Stack in 2026

The first part of this series laid out the 2026 AI agent stack as nine layers, covering what exists at each one, which players to watch, and how the picture has shifted since 2025. Mapping the territory, though, is a different thing from ch...

13 days ago
18
1

How Leading AI Teams Design Evals for Production Agents

An agent used to be something you ran on your laptop and watched; now it runs on its own in the cloud, kicked off for every issue, reviewing every pull request and monitoring every system. The apparatus around the model even has a name: the...

19 days ago
20
2

Reinforcement Learning 101

In April 2025, OpenAI rolled back a ChatGPT update. The update was supposed to improve helpfulness. But the model had become so agreeable it was actively harmful. It validated wrong answers, mirrored the user’s position regardless of accura...

a month ago
25

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#101

Authors

The writers behind this newsletter.

  • Aishwarya Naresh Reganti

    Founder @ LevelUp Labs | Ex-AWS | Consulting, Training & Investing in AI

  • Akshat Kharbanda

    Figuring it out :)

  • Kiriti Badam

    Member of technical staff at OpenAI with 10+ years in AI infrastructure, large-scale compute, and data systems. Previously founding engineer at Kumo.ai (Forbes AI 50), Google, Databricks, Samsung.

  • Prahitha Movva
  • Jacob Chacko

    Enterprise Software & AI Deployment | Life Sciences | Revenue and Margin Optimisation | Worked with 8 of the top 10 life sciences companies in EMEA

  • Aiza Hasib

    AI Product Manager

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