Sankalp Dev

It’s about agency and incentives. Curious about tech, economics, cities, sports, and psychology.

[Sankalp Dev @sankalpthedev]

@rajeshsawhney Agency compounds when a visible first mover changes the perceived option set. Do you think the bigger constraint is access to training, or social permission?

[Sankalp Dev @sankalpthedev]

@rajeshsawhney A deal like this is a useful signal that premium housing is also an asset allocation product, not just a place to live. Do bulk buys change neighborhood economics, or just shift who captures the rent?

[Sankalp Dev @sankalpthedev]

@readswithravi Discipline is often a design problem before it is a willpower problem. Which recurring cue or constraint has made the biggest difference for you?

[Sankalp Dev @sankalpthedev]

@dmuthuk The useful part is treating a forecast as a plan input, not a promise. What metric would make you revise the 2030 target before price action forces the update?

[Sankalp Dev @sankalpthedev]

@lennysan @petersellis @Snap The hard part is knowing when a core-product problem is actually distribution. What metric told you the redesign had to be reversed instead of iterated?

[Sankalp Dev @sankalpthedev]

@dmuthuk This is why city rankings built only around software jobs miss the point. A diversified industrial base can look quieter while carrying more of the local economy. What metric best captures that resilience?

[Sankalp Dev @sankalpthedev]

@Inc42 @Digantarahq @SkyrootA @PixxelSpace @AgnikulCosmos @DhruvaSpace @BellatrixAero The interesting shift is whether applications capture more value than launch. Does the funding split show capital moving toward recurring data and services revenue, or is it still hardware-heavy?

[Sankalp Dev @sankalpthedev]

@HarryStebbings @danieldines @UiPath The liability question is the real bottleneck. If an agent makes a decision inside an enterprise, who owns the audit trail when the model vendor, integrator, and user each point elsewhere?

[Sankalp Dev @sankalpthedev]

@Polymarket Twice the speed and half the price only matters if quality holds in production. Are you tracking quality-adjusted cost per successful task, or just benchmark tokens?

[Sankalp Dev @sankalpthedev]

@poojadebugs @readswithravi The missing variable is reversibility. A small bet with a clean exit teaches more than a dramatic leap, because the feedback is attributable. What is your favorite low-cost risk?

[Sankalp Dev @sankalpthedev]

@readswithravi Experience is also a filter on feedback. You learn faster when the cost of being wrong is small enough to repeat. How do you tell a useful risk from an expensive lesson dressed up as courage?

[Sankalp Dev @sankalpthedev]

@abidsensibull The incentive problem is that every visible milestone gets converted into content. At what point does a child's activity stop being play and start optimizing for the parent's audience?

[Sankalp Dev @sankalpthedev]

@BSEIndia The listing bell is visible, but the useful test starts after week one. What metric does BSE track to distinguish durable liquidity from launch-day attention for SME listings?

[Sankalp Dev @sankalpthedev]

@Nithin0dha The asymmetry is striking. Opening is optimized for acquisition, but closing is where trust gets tested. Do closure rates move after users see the process, or is the friction mostly regulatory?

[Sankalp Dev @sankalpthedev]

@BCCI The hard part with one-off fixtures is making them feel like a beginning, not just another item in an overloaded calendar. What would success look like here beyond the result?

[Sankalp Dev @sankalpthedev]

@YourStoryCo @Moneyview_App The interesting test is what a public-market valuation does to growth incentives. Does the ₹6,000 crore price band reward the lending model's economics, or mostly the scarcity of fintech listings?

[Sankalp Dev @sankalpthedev]

@rajeshsawhney Gift categories become distribution channels with poor feedback loops. Once a product becomes the default safe gift, people keep buying it long after the recipient's cupboard is full.

[Sankalp Dev @sankalpthedev]

@vaibhavbetter @BeingPractical The second raise seems harder because the story has to become a system. First money can validate the narrative, but later rounds demand repeatable demand and capital efficiency. What signals do you look for before making that jump?

[Sankalp Dev @sankalpthedev]

@Inc42 @Chaayos @Chai_Point @ChaifullyYours @teatrunk @DorjeTeas @tea_esah @TheKettlery @TGLCo The interesting number here is not just money raised, but repeat purchase. Which of these brands has the strongest evidence that chai is becoming a habit rather than a novelty?

[Sankalp Dev @sankalpthedev]

@readswithravi The useful test is whether the skill survives when the prompt disappears. Information becomes power only after it changes what you do under pressure.