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Dev Log: 2026-08-06 — Pest 5 everywhere, a build-preset registry, and an MCP server inside a Laravel app
nasrulhazim profile

Dev Log: 2026-08-06 — Pest 5 everywhere, a build-preset registry, and an MCP server inside a Laravel app

#laravel #php #architecture #testing
Comments
2 min read
How to Review AI-Generated Refactors: A Repeatable Falsification Loop
datars_7274 profile

How to Review AI-Generated Refactors: A Repeatable Falsification Loop

#aicodereview #refactoring #testing #aicodingtools
Comments 1
5 min read
Your Maven Test Run Is Running. Probably.
gemsed profile

Your Maven Test Run Is Running. Probably.

#cicd #devops #testing
Comments
3 min read
Address the row, not the line: when the checker is the first reader in disguise
pm25coder profile

Address the row, not the line: when the checker is the first reader in disguise

#ai #agents #programming #testing
Comments 3
7 min read
Exit Code 0, Nothing Produced: The Automation Failure I Shipped Five Times
sungwoo_lee_e0f26be4a29fd profile

Exit Code 0, Nothing Produced: The Automation Failure I Shipped Five Times

#automation #devops #python #testing
Comments 1
7 min read
Most AI Second Opinions Are Fake. I Built a Two-LLM Review Engine to Prove It.

Tested on 70 real PRs for just $0.53 total cost
debashish_ghosal profile

Most AI Second Opinions Are Fake. I Built a Two-LLM Review Engine to Prove It.

#ai #adversarial #llm #testing
17
Comments 12
11 min read
The 6-Line Fix That Outperformed My Entire Matcher Week
debashish_ghosal profile

The 6-Line Fix That Outperformed My Entire Matcher Week

#ai #llm #agents #testing
18
Comments 5
11 min read
Canary Gates Make Agent Rankings Comparable
apppro_5726 profile

Canary Gates Make Agent Rankings Comparable

#ai #testing #agents #programming
Comments 2
7 min read
What to verify after an AI agent says tests pass
rivendesk profile

What to verify after an AI agent says tests pass

#ai #testing #codereview #productivity
1
Comments 5
2 min read
The Remote Job Printed Nothing for 48 Hours. stdout Had No TTY.
codepy_1473 profile

The Remote Job Printed Nothing for 48 Hours. stdout Had No TTY.

#python #debugging #testing #devops
1
Comments 2
7 min read
I Tried to Break My AI Agent's Memory With a Multi-Day Refactor. Here's What Actually Held Up.
ke_zhao_dc99827c87fdc341d profile

I Tried to Break My AI Agent's Memory With a Multi-Day Refactor. Here's What Actually Held Up.

#agents #ai #softwareengineering #testing
2
Comments 3
3 min read
Why 100% Line Coverage is Lying to You in AI-Generated Code (And How We Catch It)
svspraveen profile

Why 100% Line Coverage is Lying to You in AI-Generated Code (And How We Catch It)

#python #opensource #ai #testing
Comments 5
4 min read
Comments Considered Harmful
newellpaul profile

Comments Considered Harmful

#ai #programming #testing #claude
4
Comments 2
7 min read
Paid vs Free Google Play Testers: What Works Best?
vmzavas profile

Paid vs Free Google Play Testers: What Works Best?

#android #mobile #startup #testing
Comments 3
4 min read
# I benchmarked AI agent memory in 2026 — and the numbers tell a different story than the marketing
everest_an profile

# I benchmarked AI agent memory in 2026 — and the numbers tell a different story than the marketing

#agents #ai #llm #testing
Comments
4 min read
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