Maria Leblanc

Ai Systems Director- i build Ai assisted secure HIPPA compliant software and I teach others how to gain code consistency with Ai!

[Maria Leblanc @movingforward38]

@Andrey__HQ @claudeai Its not really real. They are shipping but it is to create market frenzy to drive adoption to the drive spending so they can continue to build more... just calm down go at your pace... it is ok.

[Maria Leblanc @movingforward38]

Here’s something sharper. Different angle. Less architecture talk — more position.

—

There’s a difference between knowing AI…

…and knowing what to do with it.

A lot of people can generate content.
Fewer can generate systems.
Even fewer can generate responsibility.

My work lives in that last category.

I translate ambiguity into structure.
Risk into enforceable policy.
Ideas into governed infrastructure.

While others debate the future,
I model it, test it, and pressure-check it.

Being an AI Systems Director isn’t about writing the most code.

It’s about asking:

• What happens when this fails?
• Who is accountable?
• How does this scale ethically?
• Where are the boundaries?
• Can this survive scrutiny?

Anyone can build a feature.

Building a system that survives audit, stress, and real-world deployment?

That’s leadership.

AI is maturing.

The question isn’t who can use it.

The question is who can direct it with discipline.

That’s the lane I’m in.

[Maria Leblanc @movingforward38]

I attended an AI innovation event today.

What struck me wasn’t the excitement.

It was the immaturity of the conversation.

There’s a difference between exploring AI
and understanding AI infrastructure.

When discussions stay at the surface —
prompt tricks, productivity hacks, vague transformation talk —
it exposes a deeper issue:

We have rooms discussing AI
without enough systems thinkers in them.

And not enough diverse builders either.

Innovation cannot mature
if the people shaping the conversation
don’t reflect the full intelligence in the ecosystem.

AI is not a trend.
It’s architecture.

And the rooms leading it forward
should look like the future they claim to be building.

[Maria Leblanc @movingforward38]

@housecor I agree I have built a HIPPA compliant B2B2C not a prototype with Ai and you are correct sir!

[Maria Leblanc @movingforward38]

And we did it with #ClaudeCode. #anthropicai #wecode #shecodes #AIassistedcode

[Maria Leblanc @movingforward38]

There is a difference

[Maria Leblanc @movingforward38]

@jacobmparis 🤣🤣🤣

[Maria Leblanc @movingforward38]

@nodvex This the best search engine created... it does amazing things!

[Maria Leblanc @movingforward38]

@psomkar1 You can vibe code but you will get spaghetti under the hood!

[Maria Leblanc @movingforward38]

@EmilySm43 Golf

[Maria Leblanc @movingforward38]

@Ecospecial23 Hello, let's connect.

[Maria Leblanc @movingforward38]

@meikkp Let's Connect!

[Maria Leblanc @movingforward38]

@alexoakdev If you want to know the way to get more for you buck from Claude let me !

[Maria Leblanc @movingforward38]

Just introducing myself! #AISystems
#AILeadership
#EnterpriseAI
#AIGovernance
#AIOperations
#MLOps
#AIArchitecture
#ResponsibleAI
#AIBuilders
#TechStrategy
#DigitalInfrastructure
#FutureOfSystems

[Maria Leblanc @movingforward38]

@nalinrajput23 Grok it's the weakest coder and largest hallucinating model

[Maria Leblanc @movingforward38]

@fidexcode Become an Ai Systems Director. There is a way for Ai to do it for you and you direct the Ai. Instead of learning one thing learn the tool that can do everything.... it's possible

[Maria Leblanc @movingforward38]

@justbyte_ And Firebase

[Maria Leblanc @movingforward38]

@justbyte_ Supabase

[Maria Leblanc @movingforward38]

@haneemtq Opus 4.6 but I think the more important question is which model delivers the best... I think that is Opus but what do you think?