Monday, September 28, 2026

September 27, 2026 | Read online

Make your AI coding agents faster, smarter, and cheaper to run

A well-written AGENTS.md gives your AI coding agents the context they need to stop guessing and start working effectively inside your codebase — so you spend less time correcting mistakes, repeating instructions, and burning through tokens.

I’ve created a new, rapidly updating AGENTS.md course inside the community to help you do exactly that.

Inside, you’ll get:

⚙️ Quick-Start Setup Guide — Get your AGENTS.md working quickly so your agents can be productive from the start
📋 Universal Starter Template — Build your AGENTS.md faster without starting from a blank page
💡 Essential Tips & Best Practices — Reduce wasted tokens, unnecessary retries, and costly mistakes
🧩 Examples & Use Cases — Get more useful work done with fewer prompts and less hand-holding
✅ Pre-Flight Checklist — Make sure your AGENTS.md is ready before putting your agents to work

And as new AI coding tools, features and techniques emerge, I’ll keep adding practical guides and workflows to help you actually put them to work.

Join for just $5/month and get instant access to the guide and everything else inside the community.

Get instant access →

How AGENTS.md improves your productivity & saves tokens

Recently Claude Code got native AGENTS.md support -- and it has made AGENTS.md more important than ever.

AGENTS.md is a universal standard for controlling Claude Code and other agents. It tells AI coding agents how to work inside a codebase.

It can define project structure and coding rules. It can also tell agents which commands to run and where to find deeper documentation — giving them useful context before they start working.

With AGENTS.md you can become a lot more productive by spending less time explaining the same thing to your coding agent.

It also helps us spend much less on tokens and guarantee more reliable results across coding sessions and tools.

Let's look at the various ways AGENTS.md helps us as developers.

1. Flexible AI coding -- use multiple tools without rewriting your project instructions

This benefits became even greater these past few days when Claude Code gained native AGENTS.md support.

Coding tools often have their own way of storing project instructions.

You might have files like:

.cursor/rules/

CLAUDE.md

.github/copilot-instructions.md

AGENTS.md

This gets messy when you decide to use different tools.

You'd have to copy rules and coding conventions across several files. Those copies can drift — one gets updated while another still gives an agent old instructions.

AGENTS.md gives teams a vendor-neutral place for those rules.

Not every tool handles AGENTS.md in the same way. Some still use their own instruction files.

But AGENTS.md can act as the single source of truth they point back to.

Developers get less vendor lock-in — they can switch agents without having to reteach the codebase.

2. Spend fewer tokens and get faster agent responses

Blu Dot used Roku Ads Manager to drive incredible results for its furniture sales event. Its strategy hinged on custom audiences and retargeting, where intent was strongest.

“Roku has been a top performer,” said Blu Dot’s Claire Folkestad. “We have seen…CPMs lower than any other CTV partner we've worked with.”

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