📰 Dev.to · suraj kumar

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All Articles 97,516 Blog Posts 113,551 Tech Tutorials 24,586 Research Papers 20,509 News 15,581 ⚡ AI Lessons

Your AI agents aren't just unreliable — they're expensive, and you can't see it in the logs

Dev.to · suraj kumar 6h ago

Your AI agents aren't just unreliable — they're expensive, and you can't see it in the logs

Most reliability tooling answers one question: "did it work?" Almost nobody asks the more...

The most expensive agent failure is the one that doesn't crash

Dev.to · suraj kumar 2d ago

The most expensive agent failure is the one that doesn't crash

Crashes are the easy case — catch the exception, move on. The failure that hurts is the agent that...

I built an open-source reliability tester for multi-agent AI systems

Dev.to · suraj kumar 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago

I built an open-source reliability tester for multi-agent AI systems

A multi-agent system where each agent is 95% reliable, chained 14 deep, is only ~49% reliable...

I Built an Open-Source Reliability Tester for Multi-Agent AI Systems — Here's What It Catches

Dev.to · suraj kumar 4d ago

I Built an Open-Source Reliability Tester for Multi-Agent AI Systems — Here's What It Catches

A multi-agent system where each agent is 95% reliable, chained 14 deep, is only about 49% reliable...

swarm-test v0.3.4 — Auto-Classifying Agent Roles (and Why Role Changes What a Failure Means)

Dev.to · suraj kumar 5d ago

swarm-test v0.3.4 — Auto-Classifying Agent Roles (and Why Role Changes What a Failure Means)

swarm-test v0.3.4 adds automatic agent role classification. The tool now figures out what each agent...

swarm-test v0.3.3 — I Visualized My 14-Agent System and the Bottleneck Was Obvious

Dev.to · suraj kumar 1w ago

swarm-test v0.3.3 — I Visualized My 14-Agent System and the Bottleneck Was Obvious

Documentation rots. You draw your multi-agent architecture once, then six months later it's wrong...

swarm-test v0.3.1 — Interactive HTML Reports and Developer Experience Overhaul

Dev.to · suraj kumar 1w ago

swarm-test v0.3.1 — Interactive HTML Reports and Developer Experience Overhaul

Major update to swarm-test — the open-source multi-agent reliability testing tool. The problem with...

I Found 54 Reliability Issues in My 14-Agent AI System — Here's What Broke

Dev.to · suraj kumar 3w ago

I Found 54 Reliability Issues in My 14-Agent AI System — Here's What Broke

Every testing tool for AI agents tests individual agents. But production failures don't happen inside...

I Ship One AI Testing Feature Every Day — Here's What 6 Days Looks Like

Dev.to · suraj kumar 4w ago

I Ship One AI Testing Feature Every Day — Here's What 6 Days Looks Like

I launched swarm-test 6 days ago. It's the first reliability testing tool for multi-agent AI...

C# TextReader Tutorial: Read Text Files Easily with Real Examples

Dev.to · suraj kumar 7mo ago

C# TextReader Tutorial: Read Text Files Easily with Real Examples

In C#, working with files is a fundamental skill for developers. Whether you are building a desktop...

C# Strings Explained: Methods, Formatting, and Manipulation

Dev.to · suraj kumar 7mo ago

C# Strings Explained: Methods, Formatting, and Manipulation

When working with C#, one of the most commonly used data types is the C# string. Strings are...

What is Django? Exploring the Power of Python’s Top Web Framework

Dev.to · suraj kumar 1y ago

What is Django? Exploring the Power of Python’s Top Web Framework

What is Django? Exploring the Power of Python’s Top Web Framework In the ever-evolving world of web...