Ben Anderson @anchorstack_dev

Senior engineer who's shipped AI into Fortune 500 environments. Now I help founders do the same. I fix what vibe coding can't. anchorstack.dev San Antonio, TX, USA Joined February 2026

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Ben Anderson @anchorstack_dev

a month ago

Green checkmarks and a broken app at the same time is the most modern startup moment there is. 'It passes' is not 'it works.'

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I watched a founder build 80% of a real product startlingly fast, solo, with AI. The last 20% — the part that survives real customers hitting it in ways you didn't test — is a different skill. Not a prompting skill.

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Ben Anderson @anchorstack_dev

a month ago

Every bug you fix should make the next one less likely. If you're fixing the same thing twice, the foundation is trying to tell you something.

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Ben Anderson @anchorstack_dev

a month ago

I keep telling founders the same thing: every "small" data bug in a growing app is a tax you pay once per transaction, forever. Multiply it by however many customers you're about to onboard, and it stops being small.

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Ben Anderson @anchorstack_dev

a month ago

AI didn't replace builders. It replaced the typing. Knowing WHAT to build, and whether it's actually solid, is worth more than ever.

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Ben Anderson @anchorstack_dev

a month ago

I sat through a live walkthrough of a founder's AI-built platform, start to finish. Impressive. Then I watched three small bugs surface in fifteen minutes, each one invisible until you hit it in exactly the wrong order.

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Ben Anderson @anchorstack_dev

a month ago

'We'll fix the tech debt later,' said every app that fell over the week it finally got traction.

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Ben Anderson @anchorstack_dev

a month ago

I've noticed the founders who ask for an audit before scaling aren't the nervous ones. They're the ones who've done the math on what downtime costs mid-quarter.

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Ben Anderson @anchorstack_dev

a month ago

I have years of engineering behind me and STILL shipped a fragile AI-built app. If it can happen to me, the problem isn't you. It's what you were never taught to ask for.

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Ben Anderson @anchorstack_dev

a month ago

A founder told me this week: "I don't want the company's foundation to be laid by me." He's about to run real customers and real revenue through software he built himself. That sentence is the whole reason audits exist.

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Ben Anderson @anchorstack_dev

a month ago

You can absolutely move fast with AI. Just don't confuse 'a lot got built' with 'a lot works.' Those are measured very differently.

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Ben Anderson @anchorstack_dev

2 months ago

I watched a bug eat fifteen minutes of a call: a value entered early in a workflow silently disappears a few steps later. Re-enter it by hand. Every time. Small bug, except it's a tax paid on every transaction, forever, until someone traces it.

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Ben Anderson @anchorstack_dev

2 months ago

Start every project by telling the AI the basics about your app and how you work. Five minutes of setup makes everything after it sharper.

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Ben Anderson @anchorstack_dev

2 months ago

I watched a bug happen live on a call this week — a page that needed a hard refresh to behave right after a routine flow. Not a caching problem. A lifecycle problem wearing a caching costume.

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Ben Anderson @anchorstack_dev

2 months ago

Before you tell the AI to 'just fix it,' find out where it's actually breaking. A located problem is half-solved. A guessed one creates two more.

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Ben Anderson @anchorstack_dev

2 months ago

The more context you give your AI up front, the less you babysit it later. Set it up once, benefit every single session.

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Ben Anderson @anchorstack_dev

2 months ago

Every real bug should become a tripwire so it can't quietly come back. Fix it once, never fight it again. Most AI apps skip this and pay for it on repeat.

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Ben Anderson @anchorstack_dev

2 months ago

I asked a founder how he'd set up his AI-built platform. His answer: "I just did everything it suggested without knowing what any of it does." Not a criticism — that's the honest state of solo AI-built software right now, and exactly why it needs a second set of eyes before it carries real weight.

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Ben Anderson @anchorstack_dev

2 months ago

'It works on my machine' isn't a quirk. It's a sign your setup and your users' reality have drifted apart. That gap ships bugs.

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Ben Anderson @anchorstack_dev

2 months ago

I ran a free audit live on a call this week. The founder, watching the report generate: "what's it gonna say, that I'm an idiot?" No — it says what every AI-built app says around month nine: strong shell, thin foundation. Not a verdict. A punch list.