Anuj Sadani

I am a technical people leader with a passion for building teams that make amazing things. Overall with 16+ years of experience with a broad range of technical.

[Anuj Sadani @SadaniAnuj]

My kid is learning phonics.

While explaining what he learned, he told me that when A and I come together, "A" makes the sound and "I" goes silent.

Apparently, phonics predicted the future of Artificial Intelligence.

Artificial is getting louder. Intelligence is going silent.

[Anuj Sadani @SadaniAnuj]

AI made documentation cheap to generate. It didn’t make understanding automatic.

A paragraph explains. A diagram connects. A decision table exposes exceptions.
The skill is choosing the form that fits the question.

One field guide: https://t.co/OQ1wj1AOxO

[Anuj Sadani @SadaniAnuj]

Claude writes the code. Codex fixes it. I keep the terminal open so my family thinks I'm still a software engineer.

[Anuj Sadani @SadaniAnuj]

“They spent 10 minutes reading the docs.”

Learning? Confused? Making coffee?

Ask them to trace a request.

Comprehension Bench tracks answers, manual scores, missing work, and practice history.

How do you test understanding?

https://t.co/VuvhmmLKJD

[Anuj Sadani @SadaniAnuj]

“Everyone knows what ‘workspace’ means.”

Product means a collaboration area.
Infrastructure means a deployment environment.

Which definition did your AI retrieve?

Org Lexicon adds scope, sources, and human approval.

https://t.co/xXG8z8Zsfi

[Anuj Sadani @SadaniAnuj]

“We changed the policy.”

Did anyone tell the onboarding guide? The support docs? That forgotten FAQ?

Decision Ripple turns a changed decision into a queue of passages worth reviewing—with a reason for every match.

https://t.co/DJNd7cyrHR

[Anuj Sadani @SadaniAnuj]

“Here’s the architecture diagram.”

Great. Where does the request fail? Which source lines support that arrow?

Living Explainers lets readers explore authored request paths, inspect references, and see stale evidence.

https://t.co/iD5RCUSE15

[Anuj Sadani @SadaniAnuj]

“Editors can share.”
“Inactive members cannot.”

So… can an inactive editor share?

That’s a product decision waiting to become a bug.

Intent Workbench lets you run the rules and inspect conflicts before coding.

https://t.co/2q14IMCuHg

[Anuj Sadani @SadaniAnuj]

“Just make it clearer.”

Then “must not” becomes “may.”
24 hours becomes 48.
An approval condition disappears.

Would you catch all three?

Meaning Diff flags these patterns for review.

https://t.co/OXjjD3nkDb

[Anuj Sadani @SadaniAnuj]

“Done. All tests pass.”

Against which files? Before or after the last edit?

I built Proofpacket to keep AI completion claims tied to recorded commands and file fingerprints.

What evidence do you ask your coding agent for?

https://t.co/vvo2TAlNd3

[Anuj Sadani @SadaniAnuj]

“It’s valid JSON.”

Cool. The count is true and the required list is empty.

Your handoff also skipped “Unresolved questions.”

Output Contracts checks the explicit rules your downstream workflow depends on.

What’s your output contract?

https://t.co/Yx0FVRLsuY

[Anuj Sadani @SadaniAnuj]

“The spec is ready.”

Page 2: 10 MB.
Page 7: 10 GB.

Approval policy: pending.
Ready for which implementation?
Spec Sentry checks explicit annotations for conflicting limits, undefined terms, and unresolved decisions.

https://t.co/CkSF9nNEe0

[Anuj Sadani @SadaniAnuj]

For the first time in history, curiosity can build faster than ambition can justify.

[Anuj Sadani @SadaniAnuj]

AI slop is a failure of judgment, not a method of generation.

#ai #quote

[Anuj Sadani @SadaniAnuj]

For years, technical debt looked like TODOs.
Missing tests. Missing docs. Refactors postponed.

Now AI writes the code, tests, and documentation in minutes.

The new technical debt is TULU:
“To Understand Later, Usually.”
And that debt is far more dangerous.

[Anuj Sadani @SadaniAnuj]

Most writing skills clone content across platforms and auto-publish. Engineering is build, validate, push. The push is yours.

7 skills, 6 formats, one voice profile that's a file you edit, not a slider.

https://t.co/aDxwbXsAIn

[Anuj Sadani @SadaniAnuj]

“The real feature flag of the AI era is not rollout control. It’s deciding whether the entire service should continue existing tomorrow.”

[Anuj Sadani @SadaniAnuj]

“Disposable infrastructure already exists. Disposable software is the logical next step.”

[Anuj Sadani @SadaniAnuj]

“Eventually, the cleanest architecture pattern may simply be: regenerate.”

[Anuj Sadani @SadaniAnuj]

“Garbage collection for the AI era: entire services.”