Kapil

Interestingness hunter, curious thinker, coffee connoisseur, Design lover, Runner by choice and Brand Communicator

[Dr Milan Milanović @milan_milanovic]

Someone builds a project management tool with Claude Code over a weekend. Ships it. Tweets "just replaced Jira."

The app works. One user, happy path, localhost. Then two people edit the same record simultaneously, and the data is silently corrupted. They don't know what an optimistic lock is. They never needed to before.

The prototype is maybe 1% of what makes software actually work. The other 99% is what you find after real users show up: race conditions, failed transactions, sessions expiring at the wrong moment, a payment webhook that fires twice and charges someone double. AI didn't cover any of that. It built exactly what you asked for.

And the confidence is the worst part. "Just need to adjust a few things before we go live." The few things you need to adjust are the product. That's like laying a foundation and telling people you basically built the house.

Vibe coding works. For personal tools, throwaway scripts, and prototypes you'll never put in front of paying users, it's genuinely fast and good enough. I use it. But there's a hard ceiling, and it shows up the moment the stakes get real.

Agentic engineering is a different discipline. You're not prompting for code. You're decomposing problems, designing system boundaries, writing specs precise enough that the agent doesn't go sideways. You review everything it builds, because it will make mistakes that only look wrong if you know what correct looks like. You guide it. You catch what it misses.

If you don't know what a distributed transaction is, the agent won't save you. It'll generate something broken with complete confidence, and you won't know until production.

The hard part of software was never writing the first 200 lines.

It never was.

[DHEERAJ CHAUDHARY @ccchaudharyyy]

Recently twins delivered mother Mrs Ranjana Varma (age: 34) in Lucknow is in urgent need of 4 doses of Rendemsivir injections. She’s hospitalised in Shekhar hospital. @pratapabhay007 Please help to save her life. Contact: Ankit Varma: 83904 31976. #Helplucknow #CovidSOS

[Sana Shakil @sanashakil21]

This is a call for help. Urgently need #Remdesivir for my mother who's covid +ive and a chronic patient with Kartagener's syndrome (a rare, severe lung disease). I am in Jamshedpur with her. She has high fever & her O2 is dropping despite continuous O2 support. Kindly amplify.

[Quantela @quantelainc]

Proud moment for us! @MinisterKTR launched T COVID 19 in collaboration with Quantela, @awscloud, n @Cisco. The app will help citizens n govt to curb the spread of coronavirus by providing accurate information abt #COVIDー19 , n many other tools specifically designed for the same.

[Quantela @quantelainc]

We kick-started our day 1 at @wef Annual Meet, with @sridhargadhi's presentation on Innovation for Impact: Integrating Data to Improve Cities, where he spoke about how data integration can be a key to better urban life.
#WEF20 #WEF #smartcites #quantela

https://t.co/UbcB4THRZH

[ADP Careers @ADPCareers]

ADP India has a lot of reasons to celebrate 🎉 Congrats on your 20th anniversary and being named one of “India’s 100 Best Companies to Work for 2019” by Great Place to Work Institute. #ADPIndiaTurns20 #ADPLife #WorkHappy #100BestCompanies

[ADP Careers @ADPCareers]

🚀 1,282 Participants 💻 297 Teams 🌎 5 Continents 🏢 28 ADP Locations participated in Hackday 2019. This event united anyone passionate about innovation, to get together & Invent the Future of Work. Visit https://t.co/x55xe6VTQl to put your ideas to the test. #ADPLife #WorkHappy

[Kapil @tkapil]

Do you remember when you joined Twitter? I do! #MyTwitterAnniversary

[Kapil @tkapil]

@gehani @Medium Too many self help articles but few are worth the subscription as they are based on experience.

[Kapil @tkapil]

@ManuelaADP Congratulations @ManuelaADP

[Kapil @tkapil]

#workingmother #avtar @adp recognised among top 10 best companies for women 2018 in India @ADPCareers @RitaMitjans @vipulsinghoct #ranjinilingam #deepawadhwani

[Kapil @tkapil]

Representing @ADP at working mother & avatar best companies for women 2018 #DiversityIsStrength @vipulsinghoct @ADPCareers

[Kapil @tkapil]

@Bookwiser Diffuse?

[Manuela Montagnana @manuela_montagn]

Because having a family and a carreer should be a choice for every woman and balance should be replaced by integration #workingmom #ADP #proud #workhappy #adpcareers

[B1ff B1ff @b1ffb1ff]

nice visualization of some traffic problems I was thinking about some days ago (not my viz), maybe something for @simongerman600

[Syed Ahmad Afzāl افضال अफ़्ज़ाल @afzalistan]

What a Race!!
--------------
Manjit Singh from India today ran the most unbelievable last 50 metres to win Gold in the men's 800 m finals at Jakarta Asian Games. The favourite to win the same race from India, Jinson Johnson won the Silver.

#JakartaPalembang2018
#AsianGames2018

[Bishop 👑 @Bishop_Yayo]

LMAOOOOOOOOO who did this???? 😂😂😂😂😂😂😂😂😂😂

[Vikas V @vikas_v]

I would much rather prefer everyone acknowledge that #IndraNooyi is a great CEO rather than just as a great female CEO. Thank you.

[Jenny DeVaughn @JennyDeVaughn]

Three attributes stand out in talent: care, courage and curiousity. People who genuinely care, are courageous enough to speak up and who have insatiable curiosity to drive innovation. - @MariaBlackADP at the Executive Women of @EmoryGoizueta speaker series #liftasyouclimb