Shubhamz | AI systems for GTM · Ops · Growth

AI systems - Business Ops & GTM. Experiments + honest takes on what’s worth deploying. Building :
- Micro Agents
- Your Focus Corner

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@X_FINALBOSS X

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

Tell me you have absolutely no plans this weekend without telling me you have no plans. 😭💀

[The Math Flow @TheMathFlow]

Solving a Rubik's Cube with graph theory.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

The absolute paradox of modern activism: Canceling a show brings massive global awareness to Sudan, but critics are right too -awareness doesn't pay for aid.
Is cultural boycotting actually effective public pressure, or is it just penalizing fans while the real problems go unsupported? What’s the move here? 🤔👇

[Pop Base @PopBase]

Zara Larsson says she has cancelled her Abu Dhabi show in solidarity with Sudan.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

The most underrated feeling in the world is handling a situation that would have absolutely broken an older version of you.

No reaction. No spiraling. Just peace.

It’s the quiet conversation you have with yourself right after, where you realize the healing, the boundaries, and the self-work are actually working.

You aren't who you used to be. Keep going.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

Week 1 after ship: dopamine.

Week 3: existential spiral.

Operators treat week 3 like data.

Builders treat week 3 like a verdict on their worth.

Same quiet.

Different game.

I broke down the real diagnosis here ↓

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

The most underrated feeling in the world is handling a situation that would have absolutely broken an older version of you.

No reaction. No spiraling. Just peace.

It’s the quiet conversation you have with yourself right after, where you realize the healing, the boundaries, and the self-work are actually working.

You aren't who you used to be. Keep going.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@robj3d3 61 questions per post for $0.0004 is either genius or the start of a very weird comment section.

Virality as a routing problem — I’ll take it.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@h_nilforoshan PhD + 2.5M MAU + public benchmark is a rare combo.

Most “I tried the new model” posts skip the boring part: real traffic.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@abolbuild Giving an agent $10k and calling it “research” is the most 2026 sentence I’ve read today.

How��s it doing vs buy-and-hold chaos.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@tamarajtran @typesafeai Compaction as a summarization prompt is the 2026 equivalent of “have you tried turning it off and on again.”

Instant > polite essay about the long context.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

new channel
excited
build the sequence
see competitors' ads
lose confidence
pause outbound

Where'd your pipeline freeze?

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

https://t.co/DIaVF8jJsw

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

Week 1 after ship: dopamine.

Week 3: existential spiral.

Operators treat week 3 like data.

Builders treat week 3 like a verdict on their worth.

Same quiet.

Different game.

I broke down the real diagnosis here ↓

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@packyM @PimDeWitte World models raising $1B+ is the headline.

The unsexy scarce job is still: who owns the next customer action when the demo ends.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@yasser_elsaid_ @chatbase CX got a harness.
GTM still duct-tapes tabs and hopes the next touch happens.

Same product gap, different department.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

new channel
excited
build the sequence
see competitors' ads
lose confidence
pause outbound

Where'd your pipeline freeze?

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

new channel
excited
build the sequence
see competitors' ads
lose confidence
pause outbound

Where'd your pipeline freeze?

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@swyx New age of models.

Same empty pipeline tab at midnight.

The leap isn't another framework — it's someone who closes the loop.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@_Chris_Ong Labs will publish how much R&D the model leads.

Most GTM teams still can't publish who owns the follow-up.

[Shubhamz | AI systems for GTM · Ops · Growth @shubhamz90]

@TrungTPhan GTM teams will buy another enrichment tool…

…while sitting on years of email + call notes that already know the buyer.

Ops data > another seat.