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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
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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
Your LLM judge gives a different answer on re-runs. How do you test with it?
ashwin_ugale_102f2abc9cec profile

Your LLM judge gives a different answer on re-runs. How do you test with it?

#ai #llm #testing #machinelearning
4
Comments 21
2 min read
I Built a Hands-Free AI Harness for Migrating Legacy Tests
harikrishnavshetty profile

I Built a Hands-Free AI Harness for Migrating Legacy Tests

#ai #testing #playwright #automation
1
Comments 4
7 min read
Fixing the Proxy Deleted the Objective: The Style Review Removed a CTA and Every Accuracy Gate Passed
hexisteme profile
John

Fixing the Proxy Deleted the Objective: The Style Review Removed a CTA and Every Accuracy Gate Passed

#testing #architecture #codequality #productivity
1
Comments 2
7 min read
From a Slack thread to a pull request: an agent that reproduces the incident
0311b profile

From a Slack thread to a pull request: an agent that reproduces the incident

#ai #testing #automation #devops
Comments
2 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
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4 min read
I added three new checks and ten unrelated tests went red. That was the system working.
mahirhir profile

I added three new checks and ten unrelated tests went red. That was the system working.

#testing #architecture #devops #programming
1
Comments 2
3 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
Agentic Testing Is Changing QA: When AI Agents Can Run, Debug, and Retest Your Tests
prantakunduqa profile

Agentic Testing Is Changing QA: When AI Agents Can Run, Debug, and Retest Your Tests

#playwright #ai #testing #qa
Comments 2
16 min read
Same Video File, Same Threshold, Three Answers: Caption Safe-Zone Frames Are Matched by Grid, Not by Count
hexisteme profile
John

Same Video File, Same Threshold, Three Answers: Caption Safe-Zone Frames Are Matched by Grid, Not by Count

#testing #python #debugging #automation
3
Comments 7
7 min read
Anthropic shipped an official eval runner for Claude Code. I made my tool run on it the same day. Field notes.
smartword_world_0b5b38003 profile

Anthropic shipped an official eval runner for Claude Code. I made my tool run on it the same day. Field notes.

#ai #claude #llm #testing
Comments 5
3 min read
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