Ben Anderson

Senior engineer. Building things that actually work, fixing things that don't. I fix vibe coded apps so they hold up when your users need them.

[Ben Anderson @anchorstack_dev]

Vibe coding got you to MVP and your first customers. Congrats!

Now you have to:

Onboard a dev who's never seen the code
Debug with no observability
Refactor without reading every file
Add a feature without breaking 3 more

That's the gap between "it works" and "it's engineered"

[Ben Anderson @anchorstack_dev]

@revolaition Is the HTML editable once converted? or are you left with a static image?

That is what has kept me from doing this before.

[Ben Anderson @anchorstack_dev]

I will say that Claude is killing it with coding but ChatGPT can make a slide way better that Claude can.

[Ben Anderson @anchorstack_dev]

I hear a lot of people say that "the build is done".

I don't know that the build is ever really done. Supporting software is a full time job. Vulnerabilities pop up, versions are deprecated, memories fill, etc.

Stale code left alone tends to break.

[Ben Anderson @anchorstack_dev]

@buildwithparas Yeah its a real pain

[Ben Anderson @anchorstack_dev]

@knoxops_paul Awesome! Let me check it out. Hows it coming?

[Ben Anderson @anchorstack_dev]

I'm looking to connect with more folks starting out their business and relying heavily on AI.

If you're interested in -

- Taking AI prototypes to production
- Building with Claude, Cursor, Lovable, Replit, v0, etc.
- Vibe coding without creating a mess
- Code audits for AI-built apps
- Security, auth, and data safety
- Spec-driven development
- CI/CD, testing, and deployments
- Understanding what your AI-generated code actually does

Let's connect! And if you're working on something, drop your link below. I'll check out every one of them.

[Ben Anderson @anchorstack_dev]

Ever wonder if your code is actually safe? Want a free audit of your code base? Comment below!

I’ll pick a few and send free private audit on 9 different areas analyzing every best-practice I know.

No public roasting. Export it straight to your coding assistant for remediation.

[Ben Anderson @anchorstack_dev]

https://t.co/X57Rc8MXE8

[Ben Anderson @anchorstack_dev]

@tierededge Sounds like a solid stack. That is the big takeaway, without solid guardrails you just get slop.

[Ben Anderson @anchorstack_dev]

@djgelner Yeah I've experienced that with some of the out of the box tools. Did you get it exported to GitHub?

Check out my post on https://t.co/nL2JIyHH7P.

https://t.co/rDqw68ZkZu

[Ben Anderson @anchorstack_dev]

I audited https://t.co/hRRsLcnhl8.

Really cool project. Also a good example of why “it runs locally” and “it is safe to operate” are very different things.

The audit found:

unauthenticated API key export
unauthenticated MCP config that can execute OS commands
integration tokens exposed to browser JS
almost no tests around the LLM pipeline
near-zero production observability

Final score: 3.5/10

This is not a roast. It is just what happens when a fast-moving AI codebase starts crossing the line from prototype to something people may actually deploy.

Full audit here:

https://t.co/qhPoPPPETE

[Ben Anderson @anchorstack_dev]

@djgelner Interesting niche. What AI tools are you using?

[Ben Anderson @anchorstack_dev]

@JohnGregQuantum Done! What are you working on?

[Ben Anderson @anchorstack_dev]

@djgelner I love the tagline here its pretty eye catching. Hows the build / distro going?

[Ben Anderson @anchorstack_dev]

@FunKey_App Done!

[Ben Anderson @anchorstack_dev]

@sukhamrit_s Awesome! looks interesting!

[Ben Anderson @anchorstack_dev]

@TriptiAhujinbb Sounds interesting! How are you planning on building it?

[Ben Anderson @anchorstack_dev]

@ayo_cosmos Done! What are you building?

[Ben Anderson @anchorstack_dev]

@dawedeveloper Awesome! hows adoption going?

[Ben Anderson @anchorstack_dev]

@natan_RIAL Awesome!

[Ben Anderson @anchorstack_dev]

Want me to audit your repo?

Comment below!

I’ll pick a few and send free private audit on 9 different areas analyzing every best-practice I know.

No public roasting. Just useful feedback.

[Ben Anderson @anchorstack_dev]

I audited https://t.co/hRRsLcnhl8.

Really cool project. Also a good example of why “it runs locally” and “it is safe to operate” are very different things.

The audit found:

unauthenticated API key export
unauthenticated MCP config that can execute OS commands
integration tokens exposed to browser JS
almost no tests around the LLM pipeline
near-zero production observability

Final score: 3.5/10

This is not a roast. It is just what happens when a fast-moving AI codebase starts crossing the line from prototype to something people may actually deploy.

Full audit here:

https://t.co/qhPoPPPETE