DEV Community

LXSAIHUB profile picture

LXSAIHUB

Solo founder of LXSAIHUB — 142 AI-powered micro-SaaS tools for devs & compliance teams. Shipping 2-3 new tools monthly. Follow for AI safety, AI Act compliance, and what actually breaks in production.

Location Remote · Shanghai → Global Joined Joined on  Email address lixingliangsy@163.com Personal website https://lxsaihub.com/ github website

Education

Xi"an,China

Pronouns

he/him

Work

Founder & Solo Developer

My first email campaign landed in spam. The list was the problem, not the copy.

My first email campaign landed in spam. The list was the problem, not the copy.

Comments
2 min read

Want to connect with LXSAIHUB?

Create an account to connect with LXSAIHUB. You can also sign in below to proceed if you already have an account.

Already have an account? Sign in
I read 30 resumes a night against the same job description. So I built the scorecard I wanted.

I read 30 resumes a night against the same job description. So I built the scorecard I wanted.

Comments
2 min read
Before any EU AI Act paperwork, I had to answer one question: is this practice even allowed?

Before any EU AI Act paperwork, I had to answer one question: is this practice even allowed?

Comments
2 min read
I avoided chasing a late invoice for a month. Dunner wrote the emails I couldn't.

I avoided chasing a late invoice for a month. Dunner wrote the emails I couldn't.

Comments
2 min read
I shipped a user-facing AI feature and had no Art. 50 notice. TransparaKit drafted the first pass.

I shipped a user-facing AI feature and had no Art. 50 notice. TransparaKit drafted the first pass.

Comments
2 min read
Article 4 of the EU AI Act wants my team trained. LiteracyKit drafted the curriculum I couldn't.

Article 4 of the EU AI Act wants my team trained. LiteracyKit drafted the curriculum I couldn't.

Comments
2 min read
A 'serious incident' under the EU AI Act needs a response plan. We had a panic, not a plan.

A 'serious incident' under the EU AI Act needs a response plan. We had a panic, not a plan.

Comments
2 min read
The EU AI Act wants a Fundamental Rights Impact Assessment. I had no idea where to begin.

The EU AI Act wants a Fundamental Rights Impact Assessment. I had no idea where to begin.

Comments
2 min read
I read the EU AI Act's GPAI articles and still couldn't tell if they applied to me

I read the EU AI Act's GPAI articles and still couldn't tell if they applied to me

Comments
2 min read
I kept putting off our AI DPIA because the template was a wall of text

I kept putting off our AI DPIA because the template was a wall of text

Comments
2 min read
When our AI tool misfired, I had 48 hours to call it 'serious.' I had no template.

When our AI tool misfired, I had 48 hours to call it 'serious.' I had no template.

Comments
2 min read
Before I signed the AI contract, one question stopped me: is this use case high-risk?

Before I signed the AI contract, one question stopped me: is this use case high-risk?

Comments
2 min read
I built the FRIA trigger call as a rule, not a model. A model would have demoed better.

I built the FRIA trigger call as a rule, not a model. A model would have demoed better.

Comments
5 min read
Every demo run of my eval harness scores 82/100. That's the point.

Every demo run of my eval harness scores 82/100. That's the point.

1
Comments 2
5 min read
I almost signed an AI vendor without checking the EU AI Act. So I built the checklist I wished I had.

I almost signed an AI vendor without checking the EU AI Act. So I built the checklist I wished I had.

Comments
2 min read
I couldn't say in one sentence what to tell users when we used AI. So I built a drafter.

I couldn't say in one sentence what to tell users when we used AI. So I built a drafter.

Comments
2 min read
Our incident plan was one line: escalate to legal. Article 26(5) says who to call, and in what order.

Our incident plan was one line: escalate to legal. Article 26(5) says who to call, and in what order.

Comments
6 min read
I kept deferring the DPIA because I wasn't sure it was required. Article 35 lists the triggers, and three inputs settled it.

I kept deferring the DPIA because I wasn't sure it was required. Article 35 lists the triggers, and three inputs settled it.

Comments
4 min read
400 million Arabic speakers, and most AI support still flips the layout wrong

400 million Arabic speakers, and most AI support still flips the layout wrong

Comments
4 min read
Your AI support bill is a mystery by design. I made ours public.

Your AI support bill is a mystery by design. I made ours public.

Comments
5 min read
Our weekly report named a cause for a spike it had no data for. I kept the demo label on forever.

Our weekly report named a cause for a spike it had no data for. I kept the demo label on forever.

Comments 1
4 min read
How do I red-team an AI agent before shipping?

How do I red-team an AI agent before shipping?

Comments
6 min read
What does the EU AI Act actually require of a small AI tool?

What does the EU AI Act actually require of a small AI tool?

Comments
6 min read
A reviewer asked for a citation. I could not tell whether it was real. That was the problem.

A reviewer asked for a citation. I could not tell whether it was real. That was the problem.

Comments
5 min read
Our support inbox had 41 auto-replies in a day. None of them were wrong.

Our support inbox had 41 auto-replies in a day. None of them were wrong.

Comments
5 min read
A 4-line regex took down our image pipeline for 6 hours. It was legal.

A 4-line regex took down our image pipeline for 6 hours. It was legal.

Comments
4 min read
We changed one word in a prompt and broke a feature nobody was watching

We changed one word in a prompt and broke a feature nobody was watching

Comments
3 min read
Every regex is written once and read a hundred times. Optimize for the readers.

Every regex is written once and read a hundred times. Optimize for the readers.

Comments
3 min read
I found a live API key in a repo I cloned last month. Check yours.

I found a live API key in a repo I cloned last month. Check yours.

Comments
4 min read
Stop hand-writing TypeScript interfaces from API responses. Seriously.

Stop hand-writing TypeScript interfaces from API responses. Seriously.

Comments
4 min read
Code review quality depended on which senior was on duty. That was the bug.

Code review quality depended on which senior was on duty. That was the bug.

2
Comments 1
3 min read
What did your AI agent actually do last night? Can you prove it?

What did your AI agent actually do last night? Can you prove it?

Comments
3 min read
An agent kept retrying all weekend. Nobody knew until the invoice.

An agent kept retrying all weekend. Nobody knew until the invoice.

2
Comments 2
4 min read
Your chatbot's system prompt is not a secret. Treat it like a public parameter.

Your chatbot's system prompt is not a secret. Treat it like a public parameter.

1
Comments 1
4 min read
I gave an agent a database tool and immediately regretted it

I gave an agent a database tool and immediately regretted it

1
Comments 1
4 min read
Your cookie banner doesn't actually block trackers. I checked.

Your cookie banner doesn't actually block trackers. I checked.

1
Comments 1
4 min read
The lease clause I needed didn't exist on the internet in readable form

The lease clause I needed didn't exist on the internet in readable form

1
Comments 1
3 min read
I audited my own homepage like a stranger would. It was humbling.

I audited my own homepage like a stranger would. It was humbling.

2
Comments 2
3 min read
We had no idea what our AI agents were costing us. On purpose, apparently.

We had no idea what our AI agents were costing us. On purpose, apparently.

Comments
3 min read
We killed the daily standup meeting and nothing broke

We killed the daily standup meeting and nothing broke

Comments
4 min read
I was running my micro-SaaS growth across 6 tools. It was 6 too many.

I was running my micro-SaaS growth across 6 tools. It was 6 too many.

Comments 1
4 min read
Your hand-written JSON Schema is lying to your API. Mine was.

Your hand-written JSON Schema is lying to your API. Mine was.

1
Comments
3 min read
Our onboarding email was one 'Welcome!' and a prayer. Here's how I fixed it.

Our onboarding email was one 'Welcome!' and a prayer. Here's how I fixed it.

Comments
4 min read
NL-to-SQL tools will happily DROP your table. Screen the output.

NL-to-SQL tools will happily DROP your table. Screen the output.

Comments
4 min read
I built a validator that refuses to use AI. Business is fine.

I built a validator that refuses to use AI. Business is fine.

Comments
3 min read
The EU AI Act deadlines moved. Your compliance spreadsheet probably didn't.

The EU AI Act deadlines moved. Your compliance spreadsheet probably didn't.

Comments
3 min read
Your security policy is a PDF. Your AI agent can't read PDFs.

Your security policy is a PDF. Your AI agent can't read PDFs.

Comments
4 min read
I attacked my own AI agent before someone else did. Here's what I found.

I attacked my own AI agent before someone else did. Here's what I found.

Comments
4 min read
AI-generated UI is shipping faster than accessibility can catch up

AI-generated UI is shipping faster than accessibility can catch up

1
Comments
4 min read
Your agent keeps guessing your conventions. Write the file it actually reads.

Your agent keeps guessing your conventions. Write the file it actually reads.

1
Comments
5 min read
loading...