Umesh Sai

Always curious...

[Umesh Sai @umeshsai34]

@doruktarhan6 @_mayy00_ @GergelyOrosz wdym here by a good state tracking system?
like performing something similar to a /compact or a summarize and then store it ?

[Umesh Sai @umeshsai34]

@petergyang Maybe creating a symlink to a common doc is another solution...

[Umesh Sai @umeshsai34]

@ChairmanSelig But sir, isn't gambling harmful to the common man. Isn't it good that they cannot lose money on blizzare betting scenarios

[Umesh Sai @umeshsai34]

@cfa_ind @thevarrun This is such a critical piece . every socioeconomic strata of india needs to be educated about this.

Atleast they would diversify their assets across banks as a defense.
And vote better as an attack

[Centre for Financial Accountability @cfa_ind]

🎥WATCH ‘The Great Indian Illusion’ by @thevarrun

An unsettling journey through India’s banking system, unravelling the invisible machinery of debt, power, & privilege shaping the nation. As promises of growth collide with scams, collapsing trust, and widening inequality, the film peers into the fragile myth sustaining modern India.

@DTuljapurkar @pbhushan1 @Subhashgarg1960 @fayedsouza @kunalkamra88 @RBI @suchetadalal
@MoneylifeIndia @kanalmedia23
@rupamsmail @idesibanda
https://t.co/DUBI8x9PPs

[Umesh Sai @umeshsai34]

@Romy_Holland @valtism @Aella_Girl I assume they started sort of middle class and saved and worked their way to upper middle class.

But again the environment was conducive for this

[Umesh Sai @umeshsai34]

@zarazhangrui Feel like thats a function of "late stage capitalism" as they call it more than ai itself

[Umesh Sai @umeshsai34]

@Blog_creator25 @vardhan945 @IndiaExplained How does an nir have more leverage ? When they are back home they are just a common man again.

[Umesh Sai @umeshsai34]

@Stocktwits Lol has to be ragebait smh

[Ethan W. Anderson @Ethan_is_online]

I've plotted the most expensive McDonald's burger and the least expensive MacBook over time. This analysis projects that the most expensive burger will be more expensive than the cheapest laptop as soon as 2081

[elvis @omarsar0]

AGENTS dot md files don't scale beyond modest codebases.

Lots of discussions on this lately.

If you're building serious software with Claude Code or any agentic tool, a single AGENTS dot md will eventually fail you. This paper shows what comes next.

A 1,000-line prototype can be fully described in a single prompt. A 100,000-line system cannot. The AI must be told, repeatedly and reliably, how the project works, what patterns to follow, and what mistakes to avoid.

Single-file manifests hit a ceiling fast.

This new paper, Codified Context, documents a three-tier infrastructure built during real development of a 108,000-line C# distributed system across 283 sessions over 70 days.

The system uses a three-tier memory architecture: a hot-memory constitution (660 lines, always loaded), 19 specialized domain-expert agents (9,300 lines total) invoked per task, and a cold-memory knowledge base of 34 specification documents (~16,250 lines) queried on demand via an MCP retrieval server.

Across 283 sessions, this produced 2,801 human prompts, 1,197 agent invocations, and 16,522 autonomous agent turns, roughly 6 autonomous turns per human prompt, with a knowledge-to-code ratio of 24.2%.

Crucially, none of it was designed upfront: each new agent and specification emerged from a real failure, a recurring bug, an architectural mistake, a convention forgotten, and was codified so it could never require re-explanation again, turning documentation into load-bearing infrastructure that agents depend on as memory, not reference.

Paper: https://t.co/ZXBzhhkzsq

Learn to build effective AI agents in our academy: https://t.co/1e8RZKs4uX

[Umesh Sai @umeshsai34]

@Exec2Owner @TechLayoffLover After epstein files, I believe people will do anything to benefit thenselsvesand fulfill their absurd goals woth no thought about morality or what's fair

[Umesh Sai @umeshsai34]

@ZaStocks @CuriousTopGun Tesla aythe kadu

[Umesh Sai @umeshsai34]

@JoeChoiGreene @_cartick @growing_daniel What do they prefer then?

[Umesh Sai @umeshsai34]

@amitisinvesting Human labor is going to be devalued so much

[河村崚磨 @rv8DqHqXA1zaCzs]

頼むから宣伝頑張ってくれー
ワシの力だけでは無理なんやー

まじでお願いします！！
まだ、埋もれまくってます。
赤いN社！！　
その力を世界に見せつける時がきたぞー！

[Carole Cadwalladr @carolecadwalla]

It's exactly 8 years since I published this on Nov 6, 2016. My first step down the rabbit hole that became Facebook/Cambridge Analytica. And if you still think that's a 'conspiracy', I have a social media platform to sell you.
2/
https://t.co/lxqNOUcopJ

[Umesh Sai @umeshsai34]

@AirKills @OwenBenjamin @mehtaversed "Our money" yup thank you for transferring me my salary every fortnight from your checking account...
Nothing is unearned.

[Umesh Sai @umeshsai34]

@EanWaetjen @teddy_latros @TomPipWatches @tsarlet2 @AlecStapp Dude leave them be . They are just racist. It's a waste of time. Better spend the time reading a good book or relearning rust or go on seomthin

[Umesh Sai @umeshsai34]

@TheStevenBraun @notPBD I seriously don't think cooks and truck drivers are coming in on h1b. Maybe a celebrity chef but even they have a diff visa category for that I would think