suraj kumar

Building swarm-test -- chaos engineering for multi - agent AI systems . AI systems Architect. Building the reliability layer for the agent economy.

Joined on May 27, 2026

suraj kumar

Jul 8

Your AI agents pass every test you wrote. Your system still fails in production. Here's the gap nobody's testing.

#ai #agents #security #python

3 min read

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suraj kumar

Jul 6

Everyone tests their agents. Nobody tests the wiring. That's why your multi-agent system is ~50% reliable.

#ai #testing #python #opensource

3 min read

suraj kumar

Jun 28

I ran my own reliability tool on my production system. 90% of the findings were wrong — and that was the most valuable bug I've fixed.

#ai #python #opensource #testing

6 min read

suraj kumar

Jun 25

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

#ai #python #opensource #llm

3 min read

suraj kumar

Jun 23

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

#ai #testing #opensource #python

1 min read

suraj kumar

Jun 23

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

#ai #python #testing #opensource

2 min read

suraj kumar

Jun 21

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

#ai #python #testing #opensource

2 min read

suraj kumar

Jun 20

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

#ai #testing #opensource #python

2 min read

suraj kumar

Jun 18

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

#ai #python #opensource #testing

2 min read

suraj kumar

Jun 17

swarm-test v0.3.2 — Write Your Own Multi-Agent Reliability Tests

#ai #python #opensource #testing

2 min read

suraj kumar

Jun 14

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

#ai #testing #opensource #python

2 min read

suraj kumar

Jun 13

swarm-test is now a GitHub Action — multi-agent reliability testing on every PR

#ai #opensourece #agents #python

1 min read

suraj kumar

Jun 10

swarm-test v0.2.8 — This Reliability Report Found a Catastrophic Failure Nobody Caught

#ai #testing #python #agents

2 min read

suraj kumar

Jun 8

swarm-test now supports AutoGen — 3 frameworks, 1 reliability testing tool

#ai #testing #python #opensource

2 min read

suraj kumar

Jun 3

🐝 swarm-test v0.2.4 — Quick Scan CLI

#ai #multiagent #devtools #opensource

1 min read

suraj kumar

May 31

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

#ai #python #opensource #testing

3 min read

suraj kumar

May 28

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

#ai #python #opensource #testing

1 min read

suraj kumar

May 27

🐝 swarm-test v0.1.5— Per-Agent Health Scores

#showdev #agents #ai #testing

1 min read

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suraj kumar

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Writing Debut

Your AI agents pass every test you wrote. Your system still fails in production. Here's the gap nobody's testing.

Want to connect with suraj kumar?

Everyone tests their agents. Nobody tests the wiring. That's why your multi-agent system is ~50% reliable.

I ran my own reliability tool on my production system. 90% of the findings were wrong — and that was the most valuable bug I've fixed.

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

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

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

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

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

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

swarm-test v0.3.2 — Write Your Own Multi-Agent Reliability Tests

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

swarm-test is now a GitHub Action — multi-agent reliability testing on every PR

swarm-test v0.2.8 — This Reliability Report Found a Catastrophic Failure Nobody Caught

swarm-test now supports AutoGen — 3 frameworks, 1 reliability testing tool

🐝 swarm-test v0.2.4 — Quick Scan CLI

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

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

🐝 swarm-test v0.1.5— Per-Agent Health Scores