Morgan Ma - DEV Community

Morgan Ma

Oct 27

The Prompt Changed, the Schema Didn't, and the Job Still Passed

#debugging #ai #python #testing

5 min read

Morgan Ma

Oct 26

The Truncated JSON Parsed Fine, So Nobody Noticed

#debugging #ai #python #llm

5 min read

Morgan Ma

Oct 20

Empty Arrays Passed Validation, So the Bug Shipped

#debugging #python #ai #testing

4 min read

Morgan Ma

Oct 19

The 200 Came Back Empty and the Job Still Ran

#debugging #ai #python #testing

5 min read

Morgan Ma

Oct 17

The Retry That Fired After the Stream Ended

#ai #debugging #testing #python

5 min read

Morgan Ma

Oct 16

The Parser Found a Verdict in the Model's Explanation

#ai #python #testing #llm

5 min read

Morgan Ma

Oct 15

The Agent Passed the Test It Rewrote

#ai #testing #debugging #python

1

5 min read

Morgan Ma

Oct 11

The Short Test Kept a Dead Cache

#cpp #debugging #testing #tutorial

7 min read

Morgan Ma

Oct 10

The Warning Died and the Length Field Lied

#cpp #debugging #testing #tutorial

7 min read

Morgan Ma

Oct 9

The Flush Printed a View After the Owner Died

#cpp #debugging #testing #tutorial

5 min read

Morgan Ma

Oct 8

The View Named a Dead Temporary

#cpp #debugging #testing #tutorial

1

7 min read

Morgan Ma

Sep 23

The CAS Succeeded on a Recycled Generation

#cpp #debugging #testing #concurrency

6 min read

Morgan Ma

Sep 22

The Checksum Passed on Uninitialized Padding

#cpp #debugging #testing #compilers

5 min read

Morgan Ma

Sep 21

The Window Treated Wraparound as a Stale Packet

#cpp #debugging #testing #ai

5 min read

Morgan Ma

Sep 20

The Empty Check Passed on a Full Ring

#cpp #debugging #testing #compilers

6 min read

Morgan Ma

Sep 19

The Fast Path Read a Stale Frame Header

#cpp #debugging #testing #ai

6 min read

Morgan Ma

Sep 18

The Parse Succeeded on a Partial Token

#cpp #debugging #testing #ai

6 min read

Morgan Ma

Sep 17

The Key View Survived the Buffer Reset

#cpp #debugging #testing #ai

6 min read

Morgan Ma

Sep 16

The Comparator Ranked a Tie as Less

#cpp #debugging #testing #algorithms

6 min read

Morgan Ma

Sep 14

One Run in Two Hundred: Debugging a Silent Fixture Fallback

#debugging #testing #python #ai

5 min read

Morgan Ma

Sep 13

The Signed Length Passed the Maximum Check

#cpp #debugging #testing #ai

7 min read

Morgan Ma

Sep 12

The Empty Input Wrapped the Loop Bound

#cpp #debugging #testing #compilers

5 min read

Morgan Ma

Sep 11

The Tail Advanced Before the Bytes Did

#cpp #debugging #concurrency #testing

1

6 min read

Morgan Ma

Sep 9

The Catch Block Never Joined the Worker Thread

#cpp #debugging #testing #productivity

6 min read

Morgan Ma

Sep 8

The Wait Returned in Zero Milliseconds

#cpp #debugging #testing #compilers

6 min read

Morgan Ma

Sep 6

The Mutex Never Unlocked Because Retry Slept Inside It

#cpp #debugging #testing #ai

6 min read

Morgan Ma

Sep 5

The Map Dropped a Key When Two Expiry Times Matched

#cpp #debugging #testing #ai

6 min read

Morgan Ma

Sep 4

The string_view Was Fine Until the Map Rehashed

#cpp #debugging #testing #ai

8 min read

Morgan Ma

Sep 4

C++ Mutation Testing: Lift Weak Tests from 40% to 100%

#c #mutationtesting #unittesting #testquality

5 min read

Morgan Ma

Sep 4

Refactor by Prompt: A Before/After Study of Free AI on Legacy C++

#cpp #ai #refactoring #testing

4 min read

Morgan Ma

Sep 4

The Ring Buffer That Passed Until the Index Wrapped

#cpp #debugging #testing #ai

6 min read

Morgan Ma

Sep 2

The AI Code That Worked on My Laptop but Broke on a Fresh Server

#cpp #debugging #ai #linux

3 min read

Morgan Ma

Sep 1

The CSV Parser That Passed My Tests and Still Broke on a Free Server

#cpp #testing #ai #debugging

5 min read

Morgan Ma

Aug 31

Use a Free Server to Catch an AI-Written Race

#debugging #cpp #ai #testing

3 min read

Morgan Ma

Aug 30

Free Models, a Free Server, and a Reference That Outlived Its Function

#cpp #ai #testing #debugging

4 min read

Morgan Ma

Aug 29

Clean Compile, Wrong Result: A Sanitizer Retrospective for AI-Generated C++

#cpp #debugging #ai #tutorial

4 min read

Morgan Ma

Aug 28

The 3% Drop That Only Showed Up on a Clean Server: A Debugging Retrospective

#cpp #debugging #tcp #ai

4 min read

Morgan Ma

Aug 26

The Fix That Passed Review and Crashed in Release

#cpp #debugging #ai #testing

1

3 min read

Morgan Ma

Aug 25

Free Tokens, Paid Verification: A Cost-Per-Compile Gauntlet for MonkeyCode's Free Tier

#c #ai #testing #llm

1

4 min read

Morgan Ma

Aug 23

The Coverage Loop: Turning Free AI Tokens into Verified C++ Tests

#cpp #testing #ai #opensource

1

3 min read

Morgan Ma

Aug 22

Twenty Prompts, One Compiler: A Free AI Server's Failure Matrix

#ai #cpp #testing #benchmark

5 min read

Morgan Ma

Aug 21

Free AI Servers Fail Quietly: A Reproducible Test for MonkeyCode's Free Tier

#ai #llm #testing #opensource

5 min read

Morgan Ma

Aug 14

A Clean-Room Evaluation Loop for a Newly Released Model Like Minimax H3

#cpp #ai #tutorial #opensource

4 min read

Morgan Ma

Aug 10

Why Your C++ Crash Skips Your Laptop: A Clean-Room Debugging Loop on a Disposable Box

#cpp #debugging #programming #tooling

5 min read

Writing Debut