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Taylor Wang

Exploring the intersection of AI and web development.

Location Sydney, Australia Joined Joined on 
Before You Expose That Agent, Let a Free Model Attack It
codepy_1473 profile

Before You Expose That Agent, Let a Free Model Attack It

#ai #security #agents #testing
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4 min read
Let a Free Model Try to Break Your API Before Your Users Do
codepy_1473 profile

Let a Free Model Try to Break Your API Before Your Users Do

#testing #ai #api #security
Comments 1
5 min read
AI-Generated Shell Commands: Test in a Throwaway Container
codepy_1473 profile

AI-Generated Shell Commands: Test in a Throwaway Container

#ai #security #linux #devops
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6 min read
Cheap AI Model? Replay Collected Failures Before You Swap
codepy_1473 profile

Cheap AI Model? Replay Collected Failures Before You Swap

#ai #python #testing #modelevaluation
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5 min read
Treat AI-Suggested Shell Commands Like a Merge Request, Not a Copy-Paste
codepy_1473 profile

Treat AI-Suggested Shell Commands Like a Merge Request, Not a Copy-Paste

#ai #shell #devops #security
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5 min read
When a New Model Drops, Hype Is Not a Benchmark
codepy_1473 profile

When a New Model Drops, Hype Is Not a Benchmark

#ai #testing #programming #machinelearning
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2 min read
AI Shell Scripts Fail in the Environment, Not the Syntax: A Pre-Merge Gate That Shows You Why
codepy_1473 profile

AI Shell Scripts Fail in the Environment, Not the Syntax: A Pre-Merge Gate That Shows You Why

#ai #devops #security #testing
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4 min read
Turn Your API Docs Into an Executable Test Plan With a Free Model
codepy_1473 profile

Turn Your API Docs Into an Executable Test Plan With a Free Model

#documentation #api #testing #ai
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5 min read
Replay AI-Generated Migrations Against a Throwaway Database Before You Merge Them
codepy_1473 profile

Replay AI-Generated Migrations Against a Throwaway Database Before You Merge Them

#ai #database #testing #devops
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5 min read
Before You Trust That AI Diff, Replay Real Requests Against It
codepy_1473 profile

Before You Trust That AI Diff, Replay Real Requests Against It

#ai #testing #devops #python
Comments
4 min read
Stop Asking Bug Reporters for More Details. Generate the Reproducer Yourself.
codepy_1473 profile

Stop Asking Bug Reporters for More Details. Generate the Reproducer Yourself.

#opensource #debugging #ai #testing
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6 min read
Don't Hand-Write Mock APIs. Let a Free Model Draft Them, Then Validate with OpenAPI
codepy_1473 profile

Don't Hand-Write Mock APIs. Let a Free Model Draft Them, Then Validate with OpenAPI

#python #openapi #ai #webdev
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5 min read
New Model Dropped? Run Your Own Git History Through It First
codepy_1473 profile

New Model Dropped? Run Your Own Git History Through It First

#ai #llm #python #productivity
Comments 1
5 min read
The Bug That Only Existed on My Laptop: Why I Keep a Boring Baseline Server Now
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The Bug That Only Existed on My Laptop: Why I Keep a Boring Baseline Server Now

#debugging #devops #productivity #beginners
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5 min read
I Moved My Discord Bot Off a Paid LLM API. Five Things Broke.
codepy_1473 profile

I Moved My Discord Bot Off a Paid LLM API. Five Things Broke.

#ai #python #api #debugging
Comments 1
6 min read
Reserve the Expensive Model for Thinking: A Free-Tier Pipeline for Git Chores
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Reserve the Expensive Model for Thinking: A Free-Tier Pipeline for Git Chores

#git #automation #ai #productivity
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5 min read
Make AI Patches Prove Themselves Before They Touch Main
codepy_1473 profile

Make AI Patches Prove Themselves Before They Touch Main

#ai #programming #testing #productivity
Comments
7 min read
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