Microsoft Dropped Claude Code Over Its Bill. Then Its Researchers Made It 31% Cheaper

TokenEconomizer, a free plugin from Microsoft Research and UC Berkeley, learns from your past sessions and trims what your coding agent…

$200/mo is a Waste: Try These 3 Claude Code Techniques Instead

Unlocking the full potential of Claude Code with agent teams, skill chaining workflows, and zero-token architecture

Apple Ships a CLAUDE.md — 91 Lines, Not One Wasted. What About Yours?

While reading Apple’s container project for the last piece, I found a CLAUDE.md sitting in the repo root. Reading it sent me back to my own…

Stop Using Claude Code Without Ponytail (It Beats Karpathy’s Famous 4 Line CLAUDE.md)

A 100 line prompt got 157,000 GitHub stars, got debunked by a CTO with seven words, rebuilt its own benchmark, and then passed an…

Wish Claude Code Worked Your Way? Write Your First Mod

Most people will install someone else’s mod and never open the file. Write a small one first, and you’ll know exactly what you’re trusting…

Claude Code Mods are game changers

Mods let you customize Claude Code to fit your specific needs. In this article, I’ll explain everything you need to know about mods and…

AI Agents (07): Agentic Harness (Frameworks)

From RAG, Orchestration, Observability and Tools to Skills — All You Need to Know About AI Agentic Harnesses & Frameworks

Your Claude Code Bill Demystified: It’s Not the Model, It’s the Context

Spotify cut Claude Code tokens by 90% without changing the model. Cognition SWE-2 costs 64% less. The diagnosis for which lever fixes your…

JEV RAG: A More Efficient Solution for RAG Systems?

Jev is a hot topic these days. Lately, about 70% of the X timeline is filled with Jev posts. TypeSafe AI announced Jev, an AI model, on…

How To Run Claude Like a Tech Lead, Not a Senior Engineer

You already know how to brief one session. The leverage now is running four of them and still shipping code you’d put your own name on.

8 Cool Things People Use the Jev Model For

People are using Jev to review code, control computers, play games, and organize research. Here are my favorites.

Beyond CLAUDE.md: The 4 Files Anthropic Uses to Build an AI-Native SDLC

A practical guide to the AI-native software development lifecycle, with grill-me, Superpowers and one real feature I ran through it.

20 AI Agent Skills With ~800K GitHub Stars That Form a Real Agent Stack

The weekend is just around the corner, and we know your fingers are already itching to build something even cooler than last time.

Laya : Bye Bye TypeScript Jev AI

Typscript Jev AI vs Laya

Top 10 JEV Use Cases in Agentic Apps. Ranked by Theoretical Gain Over LLMs.

Fast model reacts, slow model plans: where a typed decision layer beats a full LLM call on speed, cost, and reliability.

Claude Opus 5.5 Is Here: I Tried It on Claude Code (Opus Is Now Cheaper)

Anthropic just released Claude Opus 5.5, and I tested it on Claude Code to confirm it's indeed the cheaper Opus.

Jev + Claude Code: The Cheap Judge That Can Still Cost You

Jev can screen coding-agent evidence in milliseconds. But use it as a hard gate, and every issue it misses becomes one Claude never gets to…

Spec-Driven Development with Claude Code: A Practical Guide

👉 Not a Medium member? Here’s a link for you!🌟

The Ultimate Guide to Jev: The new Frontier AI for faster decisions

ChatGPT co-creator spent two years building Jev. Here is what it does, when to use it, when not to and what people have already built with…