FlareStart
HomeNewsHow ToSources
FlareStart

Where developers start their day. All the tech news & tutorials that matter, in one place.

Quick Links

  • Home
  • News
  • Tutorials
  • Sources
  • Privacy Policy

Connect

© 2026 FlareStart. All rights reserved.

Back to articles
How to add guardrails to your Claude agent in 10 lines
How-ToProgramming Languages

How to add guardrails to your Claude agent in 10 lines

via Dev.to PythonJamie Cole1mo ago

How to add guardrails to your Claude agent in 10 lines If you've run a Claude agent in production for more than a week, you've probably had a moment where it did something it really shouldn't have. Sent a test email to a real user. Called the delete endpoint. Made a charge at 3x the expected amount because the model got confused about currency. The usual fix is adding more instructions to the system prompt. "Never delete files in /prod." "Only email approved addresses." And it works fine, until it doesn't. Why system prompt rules break Claude follows instructions well in a fresh context. Give it a clean slate and a clear rule, it'll stick to it. The trouble starts when you've got 20,000 tokens of conversation history, a few tool call outputs, maybe some retrieved documents, and the model is trying to figure out what to do next. Context pressure is real. The relevant safety instruction is now 15,000 tokens back in the window, and the model is working with whatever's most salient. It's n

Continue reading on Dev.to Python

Opens in a new tab

Read Full Article
19 views

Related Articles

The Boring Skills That Make Developers Unstoppable in 2026
How-To

The Boring Skills That Make Developers Unstoppable in 2026

Medium Programming • 1d ago

I Installed This VS Code Extension… and My Code Got Instantly Better
How-To

I Installed This VS Code Extension… and My Code Got Instantly Better

Medium Programming • 1d ago

The Age of Personalized Software
How-To

The Age of Personalized Software

Medium Programming • 1d ago

Automating Checkout Add-On Recommendations in WordPress for WooCommerce
How-To

Automating Checkout Add-On Recommendations in WordPress for WooCommerce

Dev.to • 1d ago

How-To

Start Here: Learning to develop your own way with SCSIC

Medium Programming • 1d ago

Discover More Articles