Inventive Group

We are a full-service #softwareengineering consulting and training company out of Austin, TX. Improving lives with #technology. Visit us at

[Andrew Siemer @asiemer]

You hit a bug.

AI: "That wasn't in scope."

Bro. You are the only one who has ever touched this codebase.

🔗 https://t.co/4ZyotaoE5Z

#AI #AIAgents #SoftwareDevelopment #GenAI

[Forbes Technology Council @ForbesTechCncl]

How To Actually Get 10x Out Of AI Coding Tools (And Why Most Teams Don't) https://t.co/yyKj4ZzWwb Written by @inventivegroup of @inventivegroup

[Inventive Group @InventiveGroup]

20 tech leaders on evaluating engineers:

Learning velocity matters.

But speed only pays off when it’s pointed at the right problem. Almost nobody interviews for problem selection.

https://t.co/4zXW38Yy8K

[Inventive Group @InventiveGroup]

The companies that navigate this best won't be the ones adopting AI fastest.

They'll be the ones building AI fluency and systems depth simultaneously — instead of trading one for the other.

Full piece on what good engineering leadership does about it: https://t.co/o1P1UfXzNi

[Inventive Group @InventiveGroup]

In the 1990s, the industry was certain mainframe developers were obsolete.

Today, 70% of global business transactions still run on mainframes.

The average COBOL programmer is 60 years old. Salaries: $121K–$150K.

The "dead" skill became irreplaceable.

[Inventive Group @InventiveGroup]

Water cooling shows where this leads.

Standard knowledge in the '80s. Obsolete by 2010. Now Goldman Sachs projects liquid-cooled AI servers will go from 15% of deployments in 2024 to 76% by 2026.

The engineers who understand it? Suddenly very hard to find.

[Inventive Group @InventiveGroup]

We are going live TODAY with a conversation we have been building toward all month.

Andy and Eric have been testing AI agent systems against real product specs, comparing notes on what works and what breaks - REGISTER BELOW!

https://t.co/HHThlkyrmq

[Inventive Group @InventiveGroup]

There’s a gap between companies using AI—and actually understanding it.

Where does it help? Where does it break? Who owns it?

Register for our Live this Thurs, April 16 • 11am CT
https://t.co/CyvsXbyXRG

#AI #EngineeringLeadership #Discussion #Webinar

[Inventive Group @InventiveGroup]

We put together a session on what AI is actually doing, and not doing, for companies like yours. It is about 40 minutes...

Check out "When Is It Time for a Major System Implementation — and When Is It Not?" below!

https://t.co/3bVpC71L4i via @YouTube

[Inventive Group @InventiveGroup]

AI coding tools boost output 🚀

But they amplify your codebase.

Clean systems get faster. Messy ones get messier ⚠️

“The Brownfield Problem” explains why.

https://t.co/myW9iEKIuv

#AI #EngineeringLeadership #TechnicalDebt

[Inventive Group @InventiveGroup]

At Inventive, we see it all the time: scaling tech isn’t a tooling problem ⚙️ it’s an enforcement problem 📏

Our CEO Andrew Siemer was featured in @ForbesCouncils:

“When compliance, security and cost controls are enforced through code, complexity becomes manageable.”

[Inventive Group @InventiveGroup]

We were featured in @ForbesTechCncl discussing where reinforcement learning + human oversight works best.

On the factory floor, AI alone isn’t enough. Context matters. Operators matter.

That’s where real performance gains happen.

Check it out 👉 https://t.co/9yjVfozf9u

[Inventive Group @InventiveGroup]

More data ≠ better decisions.

As visibility improves, hesitation often follows. Internal metrics lag markets, customers shift, and efficiency gaps widen.

Clarity comes from knowing what to trust and when to act 🎯

#DecisionMaking #Operations #DataStrategy #Inventive

[Inventive Group @InventiveGroup]

AI won’t replace your workforce.

Another company that enables theirs might.

Check out what the data says, via our Forbes Technology Council article 👇
https://t.co/dMxcL2vNog

#AI #Leadership #Productivity #Inventive

[Inventive Group @InventiveGroup]

☎️ Call us when...
your systems technically work, but progress feels slower than it should. ⚙️

Small changes feel risky.
Only a few people know how things really work.

That quiet friction is worth paying attention to.

#DigitalStrategy #PlatformHealth #Inventive

[Inventive Group @InventiveGroup]

Most teams don’t fail at AI because the tech is bad.
They fail because they lock themselves in too early.

AI isn’t “set it and forget it.”
It’s infrastructure — build it like you plan to grow. 🚀

#automation #ai #Inventive

[Inventive Group @InventiveGroup]

🎁 Year-end is a great time to sanity-check your digital experience—especially as accessibility & compliance expectations evolve.

Thinking about an accessibility or compliance review
DM us ⚡