Vikram Singh Deora

it’s me

[monokern @monokern]

OpenAI Dots is insane for building a 24/7 AI company...

I mapped the whole OpenAI Dots architecture into one paper: agents, models, tools, memory, delegation, guardrails and the revenue layer.

Here are the 10 steps:

step 1 → stop treating Dots like a chatbot. each Dot runs in a persistent cloud environment with its own browser, terminal, files, memory and scheduled execution. close the laptop and the workflow keeps moving

step 2 → hire by responsibility. give every Dot one clear domain, dedicated sources, a working style, an approval boundary and a trigger. a "general helper" has no role, only undefined context

step 3 → make one Dot the orchestrator. you give it the objective, it decomposes the work, delegates to specialized agents, checks their outputs and merges everything into one deliverable

step 4 → stop being the courier between agents. with isolated delegation, each worker gets only the context and tools it needs, executes in its own environment, then returns a structured result to the orchestrator

step 5 → connect the real business stack: cloud browser sessions, Slack, Microsoft Teams, Google Workspace, internal dashboards and APIs. a Dot without tools is still just a conversational layer

step 6 → put the company on a clock. recurring routines and event triggers turn one-off tasks into persistent operations. research, monitoring, reporting and pipeline checks can run while nobody is online

step 7 → automate the reversible, gate the irreversible. let agents read, research, analyze and draft autonomously, but require human approval before messages send, money moves, records change or production code ships

step 8 → route intelligence by cost. keep the strongest model on orchestration, conflict resolution and final audits, and let cheaper high-context models handle background research, classification and repetitive execution

step 9 → give the company shared memory. project specs, approved claims, pricing, decisions and requirements live in one persistent workspace, so every agent works from the same source of truth instead of rebuilding context from old chats

step 10 → connect the loop to revenue. research finds the signal, outreach creates the opportunity, execution moves the work forward, analytics measures the result and monitoring discovers the next action

AI stops being something you open when you need an answer. It becomes an operating layer that keeps economically useful work moving after you log off.

Copy the complete OpenAI Dots architecture blueprint, then read the full roadmap below ↓

[Elora🌞 @ExpertWithElora]

Sam Altman (CEO of Open AI):

"You no longer need to write prompts."

In just 38 minutes, he explains how to use ChatGpt at a level that most people can't even imagine.

It's talk he gave to stanford students. A friend sent me the recording last night.

After watching it, I realized I was only taking advantage of about 15% of what this tool can really do.

Watch it in full and then read the guide l leave below on how to create a system that prompts itself.

[Dean W. Perkins @deanwperkins]

Anthropic just released a 37-minute guide on how to build AI agents that can automate an entire business.

It’s free, and it comes straight from the engineers who built Claude.

Agents that actually work, delegate tasks, and get things done on their own.

Save this post 🔖

[Vikram Singh Deora @vikramdeoraa]

@AshwiniVaishnaw 🖕

[Vikram Singh Deora @vikramdeoraa]

@rohaninvestor 35K

[Vikram Singh Deora @vikramdeoraa]

https://t.co/L7tp7DgHqM

[Vikram Singh Deora @vikramdeoraa]

@flipkartsupport @Flipkart need help

[Nikhil Rathod @nikhil_seo]

Paid ₹87,540 for a "brand new" Samsung S25 Ultra on @Flipkart. (25 june)

Delivered to me on 28 June.

But Samsung Care confirmed it was activated on 30 May, almost a MONTH before delivery.

A used phone sold as brand new.

"The S Pen is also faulty", loose and keeps slipping out of the slot.

And now? Return refused.

@FlipkartSupport this is not okay. #Flipkart #Samsung

[Vikram Singh Deora @vikramdeoraa]

@meesho_support you are not repling in the DM @meesho_support ?

[Vikram Singh Deora @vikramdeoraa]

1/ ⚠️ Beware of this COD parcel scam from @Meesho_Official

Today I received a Cash on Delivery package. The parcel had my correct address and phone number, so I assumed someone in my family had ordered it.

[Vikram Singh Deora @vikramdeoraa]

How to make 25 lakhs a month working 4 hours a day?

[Vikram Singh Deora @vikramdeoraa]

@niketrajdwivedi True

[Vikram Singh Deora @vikramdeoraa]

@Meesho_Official The parcel label shows the sender as:

ZAVIKA FASHION HUB
Shop No. 25/26, Karunesh Home’s Valak Patiya, Near Green Valley, Gujarat
Tracking ID: VL0084593022841

This appears to be an unauthorized COD shipment using customer details without consent.

[Vikram Singh Deora @vikramdeoraa]

Has anyone else experienced something similar?

If @Meesho_Official , or the seller can help investigate this order, I would appreciate it.

#CODScam #ScamAlert #OnlineShopping #ConsumerRights

[Vikram Singh Deora @vikramdeoraa]

@nikhil_seo @VedantRusty Jalebhi fadada khava nu che

[Nikhil Rathod @nikhil_seo]

AI is becoming the default way people find software, services and local businesses.

If you don't know what it says about you, your competitor will.

Track your brand on all 5 AI chatbots. Free plan, no card.

So I built this 👇