Skip to content
Navigation menu
Search
Powered by Algolia
Search
Log in
Create account
DEV Community
Close
ai-dev-insights Series' Articles
Back to Shaw Sha's Series
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
Shaw Sha
Shaw Sha
Shaw Sha
Follow
May 31
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
#
ai
#
programming
#
productivity
#
webdev
Comments
Add Comment
5 min read
How I Cut My LLM API Costs by 70% Without Touching My Code
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 1
How I Cut My LLM API Costs by 70% Without Touching My Code
#
ai
#
api
#
programming
#
tutorial
Comments
2
comments
5 min read
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 2
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
#
ai
#
webdev
#
beginners
#
productivity
Comments
Add Comment
5 min read
AI APIs in 2026: The Honest Developer's Guide to Choosing One
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 3
AI APIs in 2026: The Honest Developer's Guide to Choosing One
#
ai
#
api
#
tutorial
#
webdev
Comments
Add Comment
5 min read
The Silent Costs of AI APIs Nobody Warns You About
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 4
The Silent Costs of AI APIs Nobody Warns You About
#
ai
#
api
#
programming
#
webdev
1
reaction
Comments
Add Comment
6 min read
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 5
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
#
ai
#
beginners
#
tutorial
#
javascript
Comments
Add Comment
5 min read
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 6
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
#
ai
#
devops
#
programming
#
opensource
Comments
Add Comment
5 min read
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 7
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
#
ai
#
programming
#
productivity
#
webdev
Comments
Add Comment
5 min read
How I Cut My LLM API Costs by 70% Without Touching My Code
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 8
How I Cut My LLM API Costs by 70% Without Touching My Code
#
ai
#
api
#
programming
#
tutorial
Comments
Add Comment
5 min read
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 9
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
#
ai
#
webdev
#
beginners
#
productivity
Comments
Add Comment
5 min read
AI APIs in 2026: The Honest Developer's Guide to Choosing One
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 10
AI APIs in 2026: The Honest Developer's Guide to Choosing One
#
ai
#
api
#
tutorial
#
webdev
Comments
Add Comment
5 min read
The Silent Costs of AI APIs Nobody Warns You About
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 11
The Silent Costs of AI APIs Nobody Warns You About
#
ai
#
api
#
programming
#
webdev
Comments
Add Comment
5 min read
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 12
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
#
ai
#
beginners
#
tutorial
#
javascript
Comments
Add Comment
5 min read
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 14
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
#
ai
#
devops
#
programming
#
opensource
Comments
Add Comment
5 min read
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 15
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
#
ai
#
programming
#
productivity
#
webdev
Comments
Add Comment
5 min read
How I Cut My LLM API Costs by 70% Without Touching My Code
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 16
How I Cut My LLM API Costs by 70% Without Touching My Code
#
ai
#
api
#
programming
#
tutorial
2
reactions
Comments
Add Comment
5 min read
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 17
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
#
ai
#
webdev
#
beginners
#
productivity
Comments
Add Comment
5 min read
AI APIs in 2026: The Honest Developer's Guide to Choosing One
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 18
AI APIs in 2026: The Honest Developer's Guide to Choosing One
#
ai
#
api
#
tutorial
#
webdev
Comments
Add Comment
5 min read
The Silent Costs of AI APIs Nobody Warns You About
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 19
The Silent Costs of AI APIs Nobody Warns You About
#
ai
#
api
#
programming
#
webdev
Comments
Add Comment
5 min read
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 20
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
#
ai
#
beginners
#
tutorial
#
javascript
Comments
Add Comment
5 min read
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 21
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
#
ai
#
devops
#
programming
#
opensource
Comments
Add Comment
5 min read
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 22
I Spent 10x Longer Debugging AI Code Than Writing It — Here's What Changed
#
ai
#
programming
#
productivity
#
webdev
Comments
Add Comment
5 min read
How I Cut My LLM API Costs by 70% Without Touching My Code
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 23
How I Cut My LLM API Costs by 70% Without Touching My Code
#
ai
#
api
#
programming
#
tutorial
Comments
Add Comment
5 min read
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 24
Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs
#
ai
#
webdev
#
beginners
#
productivity
1
reaction
Comments
Add Comment
5 min read
AI APIs in 2026: The Honest Developer's Guide to Choosing One
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 25
AI APIs in 2026: The Honest Developer's Guide to Choosing One
#
ai
#
api
#
tutorial
#
webdev
Comments
Add Comment
5 min read
The Silent Costs of AI APIs Nobody Warns You About
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 26
The Silent Costs of AI APIs Nobody Warns You About
#
ai
#
api
#
programming
#
webdev
Comments
Add Comment
5 min read
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
Shaw Sha
Shaw Sha
Shaw Sha
Follow
Jun 27
From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
#
ai
#
beginners
#
tutorial
#
javascript
Comments
Add Comment
5 min read
We're a place where coders share, stay up-to-date and grow their careers.
Log in
Create account