DEV Community

Testing

Find those bugs before your users do! 🐛

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Canary a Free-Tier Model Promotion With Rate Limits, Truncation, and a Shadow Gate
robinzzz profile

Canary a Free-Tier Model Promotion With Rate Limits, Truncation, and a Shadow Gate

#architecture #ai #testing #systemsdesign
1
Comments
6 min read
Stop Re-litigating Every Model Launch: A Personal Bake-Off Rig You Can Rerun Forever
airs_6907 profile

Stop Re-litigating Every Model Launch: A Personal Bake-Off Rig You Can Rerun Forever

#ai #productivity #testing #programming
Comments
6 min read
A Reusable Smoke-Test Harness for Newly Released Open Models (Before You Bet a Project on One)
gitpy_4124 profile

A Reusable Smoke-Test Harness for Newly Released Open Models (Before You Bet a Project on One)

#python #ai #opensource #testing
Comments
6 min read
Grep Without Word Boundaries: 70 Tokens Across 7.68M Words, and os Is Real 0.1% of the Time
vibeagentmaking profile

Grep Without Word Boundaries: 70 Tokens Across 7.68M Words, and os Is Real 0.1% of the Time

#testing #devops #ai #programming
1
Comments
1 min read
Testing MCP Servers Used to Be a Pain. Here is How to Test Them with Zero Configuration.
wozaisuzhou profile

Testing MCP Servers Used to Be a Pain. Here is How to Test Them with Zero Configuration.

#ai #llm #mcp #testing
Comments
2 min read
Your AI Agent Needs a Maintenance Window Protocol
zira125 profile
Zira

Your AI Agent Needs a Maintenance Window Protocol

#agents #devops #automation #testing
1
Comments
3 min read
Pytest Built-in Fixtures
echen4628 profile

Pytest Built-in Fixtures

#todayilearned #python #pytest #testing
Comments
3 min read
A Practical Scorecard for Deciding If a Free Coding Model Earns a Place in Your Workflow
devpy_9520 profile

A Practical Scorecard for Deciding If a Free Coding Model Earns a Place in Your Workflow

#ai #productivity #testing #programming
Comments
5 min read
Your AI Agent Changed Its Config. Can You Roll It Back Safely?
zira125 profile
Zira

Your AI Agent Changed Its Config. Can You Roll It Back Safely?

#testing #agents #devops #automation
Comments
4 min read
Pin Your Agent's Behavior: Snapshot Tests for Tool-Call Sequences When You Swap Models
byteio_501 profile

Pin Your Agent's Behavior: Snapshot Tests for Tool-Call Sequences When You Swap Models

#ai #testing #agents #python
Comments
5 min read
Your Uptime Monitor Says 200. Your Contact Form Has Been Dead for Three Days.
mahmut_gndzalp_c736ac4b profile

Your Uptime Monitor Says 200. Your Contact Form Has Been Dead for Three Days.

#webdev #php #devops #testing
Comments
6 min read
Shadow-Test a New Coding Model in One Week: A Correction-Log Method
byteio_3726 profile

Shadow-Test a New Coding Model in One Week: A Correction-Log Method

#ai #productivity #testing #programming
Comments
4 min read
A New Model Dropped. Is It Actually Good at Your SQL? A 30-Minute Smoke Test
dataio_4921 profile

A New Model Dropped. Is It Actually Good at Your SQL? A 30-Minute Smoke Test

#ai #sql #testing #opensource
Comments
4 min read
A Reproducible Harness for Evaluating New Open Models Before They Touch Your Codebase
apppro_4800 profile

A Reproducible Harness for Evaluating New Open Models Before They Touch Your Codebase

#opensource #ai #testing #productivity
Comments
4 min read
The limits page is longer than the feature list
mahirhir profile

The limits page is longer than the feature list

#rust #testing #opensource #ai
8
Comments 9
4 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.