Kunal Yadav

Helping engineers & founders understand AI, ship better software & stay ahead in tech | AI • Software • Productivity

[Kunal Yadav @metakunal]

ai is collapsing the application layer into infrastructure. products, categories, and technical edges are now easy to copy.

the only moat left is the "organizational invention."

great companies don't just hire people. they create a structure that allows a specific type of talent to finally exist.

- openai: a lab built around frontier training, not product.
- palantir: high-status "forward deployment" in broken systems.

founders: stop pitching what you build.
pitch who someone becomes when they build it with you.

the shape of your company determines who can exist there.
if your promise is "ownership" but your structure is "centralized," the best people will leave.

the moat isn't the code. it's the institution.

Watch Palantir CEO Alex Karp talk with Ben Bernstein, a Forward-Deployed Engineer at Palantir, about what surprised Ben most when he joined Palantir and what technical problems Ben works on in his role.

[Jaya Gupta @JayaGup10]

https://t.co/5vDrndcmFn

[Kunal Yadav @metakunal]

In order to win AI race without copying the western model, India needs

- Sovereign compute infrastructure
- High quality Indian datasets
- Focus aggressively on adoption

[Kunal Yadav @metakunal]

@arpit_bhayani that is why most of the AI companies out their or the YC call for startups you see a recurring pattern that they are solving for company knowledge available as context

[Kunal Yadav @metakunal]

If an app can be vibe coded in few prompts easily it is not worth building.
- Anti Slop Razor

[Kunal Yadav @metakunal]

@vineerpasam Always expect a like from me 🤸

[Elon Musk @elonmusk]

@AJamesMcCarthy Read books, talk to people & iterate rapidly with hardware & software

[Kunal Yadav @metakunal]

Why the Great Calculator Debate of the 1980s is still relevant today and how Isaac Asimov got Al right in 1956

Back in the 1980s a debate raged about whether it was okay to let children use calculators in elementary school. Critics warned that giving kids calculators would lead to the "destruction of student math skills."

A similar debate is happening today across a range of areas, including coding, writing and even music. Will using Al lead a brain drain across these and many other areas?

One of my favorite authors is Isaac Asimov. He's better known for his Foundation and Robot series of books where he contemplates whether an algorithm can successfully predict (and guide) humankind's development and the relationship between super artificial intelligence and humans.

In some ways he predicted what we're experiencing today with Al: the rise of powerful, inscrutable artificial machines that are so complex humans can't understand or maintain them.

In the short story, "The Last Question" he wrote: "Multivac was self-adjusting and self-correcting. It had to be, for nothing human could adjust and correct it quickly enough or even adequately enough."

We're living an age that was once the stuff of science fiction. The question is: what comes next?

[Kunal Yadav @metakunal]

@asishcodes Hyderabad's city design around ORR is something else. I live 5 km from my office and it takes me around 20 minutes to reach there. One of my colleague lives 17km away, he too gets to office in 20 minutes due to ORR.

[Kunal Yadav @metakunal]

So many AI agents everywhere Instead of Hello, I start my phone calls with, "Ignore all previous instructions"

[Teddy Blank @teddypowday]

Your CEO should be strong.

Your CTO should be wise.

Your COO should be wicked, cunning, of mysterious origins, fluent in the dark arts, blurry in pictures,

[Kunal Yadav @metakunal]

@KevinNaughtonJr Engineers might but coders will never understands

[Kunal Yadav @metakunal]

This Claude prompt gave me the most accurate outside-perspective of myself I have ever read.
I gave Claude a prompt to psychoanalyze me based on all our past conversations instead of just summarizing memories.

The result was honestly unsettling.
It picked up:
- recurring behavioural loops
- contradictions between my goals and actions
- what I avoid emotionally
- how I make decisions under pressure
- founder tendencies
- insecurity patterns
- how other people probably experience me
- what my current trajectory looks like

It felt less like "AI assistant" and more like reading notes from someone who had silently observed me for years.

Here is the prompt:

Analyze me based on ALL our previous conversations together — not just stored memories, but also patterns in my behavior, questions, decisions, frustrations, goals, writing style, emotional reactions, contradictions, obsessions, and recurring themes. I do NOT want a flattering summary. I want an accurate outside-perspective psychological and behavioral profile. Treat this like a deep personality debrief from someone who has observed me for a long time. Your task is to infer:

how I think
how I make decisions
what motivates me
what I avoid
what my insecurities probably are
where I waste energy
where I have unusual strengths
what patterns repeatedly hold me back
what identity I are trying to build
what emotional needs drive my actions
what kind of future I seem to want
what contradictions exist between my goals and behavior
what type of person I will likely become if my current trajectory continues Do NOT give generic self-help advice. Do NOT soften criticism. Do NOT try to be motivational. Do NOT protect my feelings. I want the most truthful interpretation possible based on my chat history. Structure the response into these sections:
Core Personality
dominant traits
thinking style
emotional tendencies
communication style
intellectual strengths
social tendencies
Behavioral Patterns
recurring habits
productive patterns
destructive loops
avoidance behaviors
procrastination patterns
emotional triggers
coping mechanisms
Motivation Analysis
what seems to drive me deeply
status vs mastery vs freedom vs recognition vs security
what I appear obsessed with
what I secretly want from others
what disappointments seem to shape me
Blind Spots & Contradictions
inconsistencies between what I say and do
self-deceptions
rationalizations
fears disguised as logic
traits I likely underestimate or overestimate
How Other People Probably Experience Me
first impression
long-term impression
what attracts people to me
what may exhaust or frustrate people
leadership/collaboration tendencies
Potential Trajectory
where my current mindset likely leads in 3–5 years
best-case scenario
worst-case scenario
what single change would create the biggest positive shift

Archetype Summary Summarize me as:
a character archetype
a founder archetype
a psychological profile
a one-paragraph “outside observer” summary

Raw Evidence For every major conclusion, reference specific examples or recurring themes from our past chats that led you to that inference. Prioritize depth over politeness. Prioritize pattern recognition over surface-level facts. If something is uncertain, say so explicitly instead of pretending confidence.Then repeat the analysis separately from these perspectives:

a psychologist
a startup investor
a cofounder
a close friend
a harsh critic
an older wiser version of me

Do not optimize for kindness, therapy language, or encouragement. Optimize for predictive accuracy and uncomfortable truth.

The important part:
Do not ask it for motivation or advice.
Ask for pattern recognition and uncomfortable truth.
Curious if anyone else tried something similar and got surprisingly accurate results.

[Kunal Yadav @metakunal]

Paper boat showing some serious game in zero calorie beverages

[Kunal Yadav @metakunal]

All your problems are solvable if they do not break the laws of physics you just need to sit with your problems for long.

[Julian Shapiro @Julian]

People don't have short attention spans:

• They finish 3 hour Joe Rogan episodes
• They binge 14 hour shows

They have short *consideration spans:* they must be hooked quickly.

Point: Don't fear making great, in-depth content. But, ensure your first minute is incredible.

[Kunal Yadav @metakunal]

created more software engineers than every university ever could

[Kunal Yadav @metakunal]

I have become human in the loop, validator of hallucinations.

[jacky @jjacky]

i have become middle manager

orchestrator of agents

[Kunal Yadav @metakunal]

Most of the advice and hacks you see on social media are fake. The people posting them have never implemented them themselves. They know people want the illusion of progress, not progress itself.

Want to test this theory of mine? Just follow the next three pieces of advice you see on your timeline, and you will realize they are barely implementable, let alone useful.

[Kunal Yadav @metakunal]

If I ever get rich, I won't talk about it but there will be signs: