DEV Community

Avery Wang

Building things with Python, Go, and JavaScript. Love automating everything.

Sydney, Australia Joined on Aug 6, 2026

Avery Wang

Aug 31

Feed Your Worst Test to a Free Model

#ai #testing #productivity #bash

3 min read

Avery Wang

Aug 30

Benchmark a Free AI Coding Tier on a Cold Server

#ai #benchmark #opensource #testing

4 min read

Avery Wang

Aug 29

The Reviewer Is the Untested Component

#discuss #ai #testing #productivity

4 min read

Avery Wang

Aug 28

A Free Tier Benchmark Needs a Test Set, Not a Screenshot

#ai #llm #testing #productivity

6 min read

Avery Wang

Aug 26

Free AI Coding Tiers Need a Protocol, Not a Press Release

#ai #testing #programming #productivity

5 min read

Avery Wang

Aug 25

Schedule the Free Model for 2 AM

#ai #devops #workflow #python

5 min read

Avery Wang

Aug 24

A Token Ceiling Is the Best Prompt Engineering Teacher

#ai #programming #productivity #tutorial

4 min read

Avery Wang

Aug 22

Free AI Coding Credits Are a Benchmark, Not a Gift

#ai #opensource #programming #testing

5 min read

Avery Wang

Aug 21

Your AI Coding Budget Should Start at Zero

#ai #testing #productivity #opensource

4 min read

Avery Wang

Aug 17

Before You Trust MiniMax H3, Run This Free Baseline Harness

#ai #python #testing #opensource

5 min read

Avery Wang

Aug 14

A Two-Model Regression Harness for Evaluating a New Low-Cost Model Release

#ai #programming #testing #productivity

5 min read

Avery Wang

Aug 13

Stop Arguing About Which Model Is Best. Build a Two-Tier Habit Instead.

#ai #productivity #programming #tooling

5 min read

Avery Wang

Aug 10

A New MiniMax Model Dropped: How to Evaluate It on Your Own Code Before Believing the Benchmarks

#ai #opensource #llm #programming

4 min read

Avery Wang

Aug 10

Your AI Coding Assistant Writes Shell Commands. Do You Actually Test Them Before They Run?

#ai #security #productivity #bash

5 min read

loading...