Fixturelabs Inc.

[Fixturelabs Inc. @fixturelabs]

Anyone can name the parts of a jet engine.

The hot section is where it gets serious — blades running above the melting point of their own alloy, held together by film cooling and a creep analysis nobody wants to get wrong.

#Aerospace #Propulsion

[Fixturelabs Inc. @fixturelabs]

Passionate. Detail-oriented. Proficient in SolidWorks.

All true. All unverifiable. Which is why recruiters read past it.

A tolerance stack-up you actually worked isn't.

Hireable proof beats LinkedIn buzzwords.

#EngineeringCareers

[Fixturelabs Inc. @fixturelabs]

Tutorial CAD hands you the dimensions and the right answer.

Real CAD hands you a drawing with tolerances and expects you to figure out the rest.

200+ problems from real company workflows.

Practice real CAD. Walk in with proof.

#CAD

[Fixturelabs Inc. @fixturelabs]

A gear tooth that isn't meshed seems fine under light load. Add torque and it skips.

Theory you've read but never applied behaves the same way.

Practice puts the teeth in contact.

Meshed hours hold under load.

#MachineDesign

[Fixturelabs Inc. @fixturelabs]

Nobody has ever been asked in a technical interview how many tutorials they finished.

The question is always: what have you built, what broke, what did you do about it.

Interviews don't ask what you watched.

#MechanicalEngineering

[Fixturelabs Inc. @fixturelabs]

Two words that change how a résumé reads: verified and unverified.

Everyone can list CAD, FEA, GD&T. The list is free to write, so it carries no signal.

Verified is checkable.

Hireable proof.

https://t.co/u2OIysEzSE

#MechanicalEngineering

[Fixturelabs Inc. @fixturelabs]

Qualifying separates a whole grid by fractions of a second. Nobody thinks that's talent — it's the hours behind the car.

Hiring is the same, just slower.

Milliseconds decide the grid. Hours decide who gets hired.

#Motorsport

[Fixturelabs Inc. @fixturelabs]

CAD without the clock is cosplay.

Unlimited time hides everything — the undos, the restarts, the command you had to look up.

CSWA is timed. Interviews are timed.

Real drawings. Real tolerances. Timer on.

#CAD #SolidWorks #CSWA

[Fixturelabs Inc. @fixturelabs]

Verified hours unlock:

→ CSWA certification
→ SolidWorks licence
→ SpaceMouse
→ Bambu Lab 3D printer

Not badges. Real hardware, earned by doing real engineering.

Real rewards. Earn them with hours.

#MechanicalEngineering #3DPrinting

[Fixturelabs Inc. @fixturelabs]

There are no revisions in orbit.

Every tolerance, every load case had to be right on the ground — because deployment gives you zero chances to correct it.

The interview is your deployment.

Practice like it's today.

#Aerospace

[Fixturelabs Inc. @fixturelabs]

Four years of theory. Zero interview reps.

That's not a knowledge gap. It's a reps gap.

You've never modeled a part while someone watched, or defended a tolerance out loud.

FixtureLabs is where the missing practice lives.

#MechanicalEngineering

[Fixturelabs Inc. @fixturelabs]

The world's first AI Mechanical Tutor.

Not a video library. A tutor that watches you build.

→ Model real parts on a timer
→ FixtureAI reviews your feature tree
→ Every hour logged and verified

https://t.co/9Uhzvu8Y8p

#CAD #FEA

[Fixturelabs Inc. @fixturelabs]

Chips don't lie.

Colour, curl, sound — they tell you if your speeds and feeds were right long before the part comes off the table.

Verified hours work the same way. By-product of real work. Hard to fake.

#Manufacturing #CNC

[Fixturelabs Inc. @fixturelabs]

ChatGPT can explain the concept. It cannot give you the skill.

Real mechanical engineering ability is built by solving problems yourself, not by reading answers. FixtureLabs gives engineers real problems to practice on — so the skill is genuinely yours.

https://t.co/nvPmdWb1i7

[Fixturelabs Inc. @fixturelabs]

Your résumé is a story you tell about yourself.

Your hours are evidence.

One is free to write. The other has to be earned.

Logged as you practice. Verified when it matters.

#MechanicalEngineering #CAD

[Fixturelabs Inc. @fixturelabs]

Most practice goes unnoticed. We think that's backwards.

On FixtureLabs, the hours you put into real engineering problems earn you rewards and recognition, so staying sharp actually pays off. Progress you can feel, and see.

https://t.co/nvPmdWbz7F

[Fixturelabs Inc. @fixturelabs]

We rebuilt some of the most recognizable paintings in history… using mechanical engineering parts only. 🖼️

No paint. No brushstrokes.
Just gears, bearings, fasteners, belts, and pure ME brain. 🔩

Bonus: which painting should we “mechanize” next?

https://t.co/qh9XwRF4th

[Fixturelabs Inc. @fixturelabs]

@oprydai One gap in the CAD/mechanical part: where do you get reps? Software has LeetCode, controls has simulation, but mechanical design practice is weirdly hard to find. Built https://t.co/nvPmdWbz7F for this reason - real problems, graded feedback, portfolio output.

[Fixturelabs Inc. @fixturelabs]

Train like an athlete, build like an engineer.

Perfect for preparing for SolidWorks certifications like CSWA and CSWP.

https://t.co/LLijg49JGe

#CAD #SolidWorks #FixtureAI #MechanicalEngineering #DesignEngineering #CSWA #CSWP #Portfolio #LearnByDoing #FixtureLabs

[Fixturelabs Inc. @fixturelabs]

Gamified learning meets pro CAD.
Short challenges, instant AI feedback, geometry diffs, drawing checks, verified build hours.
Students, clubs, employers, we are opening pilots. https://t.co/nvPmdWbz7F