Katavious Parker-Smith

[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 ↓

[LamarOnReal @LamarOnReal]

Ja’Kobi Lane on his recent IG Story

[ryan 🤿 @scubaryan_]

Ravens star Zay Flowers recognized RaKai on the sideline after the game and gave him his Game Worn cleats right off his feet 🤯🔥

[Tota Updates @Totaupdate]

Full: Tota lets his emotions out and says he doesn't give a fck about reggie and all that he's saying, also drags Rakai for being scared to speak on the situation because Reggie has a lot of Rakai's secrets 🤯

[yoxic @yoxics]

Agent got into a heated altercation with the AMP house neighbor for being inconsiderate by parking two cars purposely blocking anyone from passing to enter their house 😳

[Rap Alert @rapalert6]

DDG drops the video to “Round & Round” featuring 42 Dugg, Bankroll NI, & SMJ off his new album “HIT-A-THON.”

[Dignify2K @Dignify2KYT]

I don’t think we’ve talked enough about how AWFUL the rep rewards are this year on 2K27 😭

Got me grinding for badge progression when I already have Legend rebirth 🫩

[Dom2K @Dom_2k]

So Jeff Teague is actually just the watcher
but for the nba instead of marvel

[$$$ky 𓅓 @skyyreturns]

I cant even lie Drake put me on to Molly Santana and Ive been tapped in ever since. This is definitely one of her hardest songs 🔥🔥

[Katavious Parker-Smith @KATAGIOUS]

Hussin and Georgia WATA is basically the exact same instrumental come on zaytoven you gotta do better 🤣

[Wow, He’s Tsonga! @_aboihasnoname]

Her: I am so wet.

Me inside the condom:

[𝐏𝐫𝐢𝐦𝐞𝐒𝐞𝐛𝐮𝐚𝐫𝐲 @Sebuary]

Niggas on 2K be pathological liars like gang you know you cheated , you know you broke the rules… Shut yo ass up and take that PERM BAN😂 and learn from your LESSON… weird ass niggas man‼️

[NBA 2K @NBA2K]

We promised action against cheating in NBA 2K27. Today, that action begins — the first wave of permanent bans is live, with more to come.

Thank you for making the community equal and fair for all.

[Ismail Khan @learnbyIsmail]

How to make Cartoon videos with Ai (Full Tutorial )

[S. @sagelovebars]

If you’re serious about building shoulders, save this one.

[donttryme @nakabbazzi63777]

If I ever hear someone say ddg can’t rap am blocking you immediately and come for your mama too .. nigga made a platinum song ft OMB PEEZY in just minutes 🔥 🔥 this album going crazy

[Wavey @callmeewavey]

Fastest way to get goals 4,6, and 9 done for your build specialization (especially defense).

Takes around 2 minutes per game including cutscenes.

#nba2k27

[jay @jaydotverse]

DDG froze after BenDaDonn told a potential assistant the $5K-a-month job came with oral sex on demand.

[ElevenLabs @ElevenLabs]

Introducing Reception, an AI receptionist platform for small businesses, built on ElevenAgents.

Every missed call could be a lost customer. Reception answers every call, answers questions, books the job, and texts confirmation.

Set up in minutes just by adding your website.

[hityyhz @hityyhz]

YOUR AI AGENT CAN NOW PULL DATA FROM ALMOST ANY WEBSITE

X, YouTube, Reddit, random sites. Research, analytics, monitoring. Same idea.

Here are 3 GitHub tools that let the agent collect the data for you.

1 → Agent-Reach https://t.co/lFXMBUM6V4

One place for different platforms. X, YouTube, Reddit, GitHub, and more.

2 → Patchright Enhanced https://t.co/32Ca0pIzyY

Works through the browser with
Playwright. You can watch the requests a site makes, then pull the data you need with a script. No clean API? You still have a way in.

3 → Scrapling https://t.co/Y9Qe0s3gCa

A general tool for pulling data from web pages.

The useful part: you can hand all of this to your agent.

Example: “Collect posts from 100 X accounts from the last month. Find the topics that landed. Tell me what worked.”

Or: “Collect reviews of this product from Reddit and YouTube. Summarize the main complaints.”

You say what data you need → the agent writes the code → collects it → gives you the result

You’re giving the agent a way to pull data from almost anywhere on the web. That’s a different level of automation.