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[MODECBT @modecbt]

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[Yarchi @undefinedKi]

ANTHROPIC OPEN-SOURCED A FREE REPO THAT TURNS CLAUDE INTO A SALES REP, A MARKETER AND A FINANCE LEAD. PEOPLE ARE ALREADY SELLING THIS AS A SERVICE

You're not prompting from scratch. You're hiring a department

How to set it up:

1. Open Cowork. In the Claude desktop app, open Cowork and go to Customize. You'll see a Browse Plugins button. That's the marketplace

2. Pick your first role. Inside you'll find sales, marketing, finance, legal, data, customer support, product management and more. Each plugin has the skills for that role already baked in, plus the connectors it would use. Install the one you need most

3. Put it to work standalone. It works day one with no setup. Trigger a workflow with a slash command like /sales:call-prep or /data:write-query, paste your notes, and it already knows what good output looks like

4. Connect its tools to supercharge it. Authorize the tools that role uses, your CRM, your analytics, your data warehouse. Standalone is the intern. Connected is the senior hire

5. Build the rest of the team. Install more roles and they work together in one session. Data pulls the numbers, finance reconciles them, marketing turns it into a report. One operator, a full cross-functional team, no payroll

This is the same base layer Claude for Legal and Claude for Financial Services are built on. You're getting it for free

Full breakdown in my article below. Bookmark this

[Khairallah AL-Awady @eng_khairallah1]

Anthropic just officially released the blueprint for creating a company with Claude Code and it's mind-blowing

CEO: 1 human (who sleeps)
Employees: several AIs
Activities: the AIs divide up the tasks and move forward on their own

Work is literally dying... I've summarized the full guide below, read it when you've got 5 min ⤵️

If you want the AI to work while you sleep → save this as a bookmark 🔖

[rob. @robiartec]

🚨ULTIMA HORA: Alguien acaba de publicar el curso de 5 horas de Python más completo para IA que existe en internet.

00:00:00 Introducción: Aprende Python para IA
00:01:42 Descripción general del curso
00:03:58 Instalación de Python
00:04:05 Instalar Python en Windows
00:05:10 Instalar Python en Mac
00:06:53 Instalación de VS Code
00:08:34 Configuración de VS Code (Extensiones)
00:12:08 Personalización de VS Code
00:13:31 Crear tu primer proyecto
00:16:18 Crear un espacio de trabajo en VS Code
00:18:02 Tu primer archivo Python (https://t.co/xFvUCVALjP)
00:20:10 Ejecutar código Python
00:26:23 Ejercicio y resumen
00:29:26 Recursos del curso y comunidad
00:31:07 Entender los entornos de Python
00:33:15 Entender los paquetes de Python y Pip
00:34:00 Crear entornos virtuales (venv)
00:37:34 Nota sobre Anaconda
00:38:32 Instalar paquetes de Python (pip install)
00:42:51 Usar paquetes de Python (Import)
00:44:29 Python interactivo con Jupyter
00:48:30 Resumen completo de configuración y ejercicio
00:51:36 ¿Qué es la programación?
00:55:19 Sintaxis de Python y PEP8
00:58:00 Entender y depurar errores
01:01:33 Variables
01:06:03 Comentarios
01:09:48 Introducción a los tipos de datos
01:10:12 Números (enteros y decimales)
01:13:36 Cadenas de texto (Strings)
01:19:39 Formato de cadenas (F strings)
01:21:49 Métodos de cadenas
01:26:35 Booleanos
01:31:02 Operadores (aritméticos, de comparación y lógicos)
01:39:19 Asignaciones abreviadas (+=)
01:40:24 Introducción al flujo de control
01:41:35 Condicionales (if, elif, else)
01:47:11 Bucles (For y range())
01:52:13 Introducción a las estructuras de datos
01:53:32 Listas
01:59:10 Diccionarios
02:00:23 Tuplas
02:01:37 Conjuntos (Sets)
02:05:51 Funciones (definir y llamar)
02:15:02 Parámetros y argumentos de funciones
02:22:42 Alcance de variables (global vs local)
02:28:50 Retornar valores desde funciones
02:37:37 Herramientas externas (módulos y paquetes)
02:40:48 Importar módulos y funciones integradas
02:47:56 Resumen de métodos de importación
02:48:48 Instalar paquetes y requirements.txt
02:56:04 Trabajar con APIs (ejemplo con Requests)
03:06:20 Trabajar con datos (Pandas y Matplotlib)
03:10:46 Leer y guardar archivos de datos
03:14:50 Introducción a Python práctico
03:16:47 Estructura y organización de proyectos
03:22:02 Entender las rutas de archivos
03:26:37 Trabajar con diferentes tipos de archivos
03:34:05 Organizar el código en módulos
03:39:39 Manejo de errores (Try/Except)
03:45:31 Introducción a las clases (POO)
03:49:09 Crear tu primera clase (__init__, self)
03:57:04 Atributos de clase vs instancias
04:00:10 Métodos de clase
04:05:23 Herencia de clases
04:07:32 Cuándo usar clases vs funciones
04:09:44 Introducción a Git y GitHub
04:12:31 Fundamentos de Git
04:15:41 Instalar Git
04:16:46 Flujo de trabajo básico con Git
04:18:41 Crear cuenta en GitHub y autenticación
04:22:37 Clonar repositorios de GitHub
04:28:12 Crear repositorios y .gitignore
04:36:12 Usar Git con la interfaz de VS Code
04:44:05 Variables de entorno y secretos (.env)
04:52:13 Usar el paquete python-dotenv
04:55:03 Introducción a Ruff (linter y formateador)
04:56:13 Configurar Ruff en VS Code
04:57:23 Ruff en acción
05:01:10 Introducción a Uv (gestor de paquetes moderno)
05:02:07 Instalar Uv
05:02:30 Usar Uv (uv init, add, sync)
05:09:01 Ejercicio completo de flujo de trabajo en Python
05:11:13 Cierre del curso y próximos pasos

Desde cero hasta construir agentes con APIs reales, entornos virtuales, Git, clases y manejo de errores.

[leopardracer @leopardracer]

Andrew Ng, (Founder of https://t.co/xUWJlvFVoV, founding lead of Google Brain, former Chief Scientist at Baidu):

“the plumbing is done, stop building pipes and start building products”

so while you’re still spinning up Docker containers and writing custom harnesses for your agents, anthropic just shipped managed agents that handle sessions, credentials and self-debugging automatically and the guy who figured this out built a working supabase agent in 30 minutes

watch him break it down, then save the full setup below👇

[Mr. Buzzoni @polydao]

Karpathy just defined the 3 ways you're going to code for the next decade

which one you choose determines your salary

> Zero AI - writing every line from scratch. pure artisan, very slow
> Copilot mode - you're the architect, AI is the autocomplete. where most seniors live now
> "VIP coding" - you describe the mission and agents build the feature while you watch

the best developers won't be the best coders - they'll be the best at knowing when to stop writing and start orchestrating

> if you're still doing copy-paste work manually, you're competing with a machine that does it for free

the 32 Claude skills in the article above are how you move to level 3

[Codez @0xCodez]

Сreator of Claude Code:

"Since Opus 4.5, i uninstalled my IDE. I don't edit a single line of code by hand.

100% my code is written by Claude."

in 1-hour Y-Combinator podcast, Boris Cherny breaks down his daily Claude Code setup.

Claude + loops + dynamic workflow

Worth more than a $500 vibe-coding course.

[Peter Obi @PeterObi]

Media Framing of Crime Along Ethnic Lines: Divisive.

As an Igbo man, I have endured stereotypes, judgment, and labelling solely based on my ethnic origins. This is not an isolated Igbo experience. Most Nigerians have, at some point, been reduced to their ethnicity rather than recognised for their true character.

I understand the pain of the ordinary Fulani man today, often unfairly judged by the actions of criminals he does not support, has never met, and who are not representative of his people.

Even in America, such unjust labelling fueled the civil rights movement and prompted Martin Luther King Jr. to declare that people should be judged by the content of their character, not the colour of their skin.

Every Nigerian ethnic group is known for its unique traditions, occupations, skills, and strengths. Crime, however, has no ethnicity. A thief is a thief. A terrorist is a terrorist. A kidnapper is a kidnapper. They are bad actors, not representatives of any people. They must be identified, arrested, and punished according to the law.

We must decisively abandon the dangerous practice of blaming entire ethnic groups for the actions of a few criminals. It is unjust, it breeds hatred, and it damages our national unity.

Let us proudly celebrate our diverse cultures, talents, and contributions, rather than falling prey to stereotypes and prejudices that politicians and divisive interests exploit for their gain.

A new Nigeria must emerge—one where no citizen is condemned because of tribe, religion, or birthplace. We can cherish our cultural roots while standing united by justice, mutual respect, and hope for a better future. We are capable of this.

A new Nigeria is within our reach. -PO

[MODECBT @modecbt]

A good life is like a master piece art work. Lines on canvas are drawn with hope, errors corrected with brush strokes and outlines coloured with wet paints of love. #arisetoinspire

[Avid @Av1dlive]

Eric Schmidt, ex-google CEO, said the quiet part out loud at Davos:

"if you really want to make money, it's actually easy. found an agentic AI company."

and he was specific. not a company that designs agents. one that builds an agent to actually do something.

this 30-second clip is worth more than every AI thread you've bookmarked this year.

agents. claude code. prompts. memory. skills. MCP. routines.

learn the stack and you're early to the cheapest wealth window of the decade.

[Hanako @hanakoxbt]

Anthropic engineer:

"The agent doesn't remember anything. So we built a second set of agents whose only job is to dream about the first ones."

They wait until you log off, then reopen every session you ran, fact-check the first agents, merge the duplicates, and burn anything that went stale.

One dreaming agent per session, up to 100 at once, built to miss nothing. 95% of the tokens come back cached, so an entire memory rewrite costs almost zero.

This is the part of the workflow nobody is talking about yet.

Watch the full workshop, then save the setup below.

[Chrome @0xchromium]

Andrej Karpathy spent 2h showing how he actually uses AI day to day

he's a co-founder of OpenAI and led AI at Tesla, so when he shows how he works, it’s worth watching

and the whole session is just him telling the machine what he wants in simple terms, like he's briefing a coworker

watch what's actually happening the entire time:

> he describes the task in normal words
> it goes off and does the work
> he glances at the result and nudges it with one more sentence

that's the whole skill, and you've had it since you learned to talk

the only gap between that and a worker that runs on its own is handing that sentence a schedule and the tools to act

check his work, then build the version that keeps working when you stop

[Rahul @sairahul1]

A guy built a system of 7 Claude agents on his MacBook.

No assistant. No sales team. No office.

Every day it scans Google Maps across 3 cities, finds small businesses with no website or one from 2014, builds a landing page mockup, renders a 10-second video of it, and sends a personalized cold message — before he wakes up.

47 clients a month. $400 each.

$18,800/month. $480 in API costs.

Traditional web agencies run 8-person teams for the same order flow.

He runs it alone from a MacBook and an iPhone.

When a positive reply comes in while he's in a taxi, his Mobile agent books the Zoom call. He taps "approve" and joins 10 minutes later.

The only time the system wakes him is when a deal breaks $3,000 or the reply rate drops below 12%.

Everything else runs without him.

Here's the complete playbook for building such $10K/month passive income machine with AI ↓

[MODECBT @modecbt]

@UNOFFICIALFACT @NigeriaNDCHQ I can see the Jacob in Esau

[MODECBT @modecbt]

@UNOFFICIALFACT @NigeriaNDCHQ Is this the same game plan of discredit the new so we can stick with the old?

[Rahul @sairahul1]

Jensen Huang, CEO of Nvidia:

"Every engineer is going to have and manage hundreds of agents."

The most valuable engineering skill of 2026 is not taught in any university.

No CS program teaches harness engineering.
No bootcamp teaches agent memory architecture.
No degree prepares you to build systems that survive production.

One builder mapped the entire thing out — free, step by step, no degree required.

This is the roadmap ↓

Bookmark this for the weekend.

[MODECBT @modecbt]

Darkness was reigning supreme until light came and gave birth to creation! If you allow the light of a thought, an idea, a vision or a dream come, it can create your own world! #arisetoinspire

[MODECBT @modecbt]

https://t.co/ctuxV4YovV

[MODECBT @modecbt]

A trillion dollar company made a simple mistake and lost over 57.8% of its market share and value.

The CEO out of pressure from the board was forced to resign.
A top consultancy firm was engaged to get an immediate replacement within 1 month.
Many top executives from within and outside the company applied for the position.

After series of interviews and screenings, two persons were shortlisted and a date was given to appear before the board for final approval/decision.

Board member 1: In clear terms, how do you intend to reposition the company to enable it regain its market share and value, if you become the CEO?

Candidate 1: Thank you, I have keenly followed the company, I have identified the wrong move that brought the company to its current dilemma and I have creatively and passionately researched and articulated the step by step process, if religiously followed under my leadership and support of the board, executives and staff members, will not only reposition the company, but will also help the company to gain more market share and restore the fading reputation.

Here are the details. (He hands over the document) and proceeded in talking them through each point.

Another board member to candidate 2:
How do you intend to turn around the fortunes of the company if the position is offered to you?

Candidate 2: All the candidates that applied for this position are all thieves, they all knew that this position belongs to me and they still went ahead to apply…

Board member cuts in…. Please, go straight to the point and not talk about other candidates.

Candidate 2. Yes, that is what I was trying to say. In fact, one of the candidates has been going about telling people, I will not get the job, when everyone knows that the mere mention of my name should put fear in them, so why did they even applied for the position that belongs to me.

Who do you think should get the job?

Wise up and open up your eyes.
Count and be counted.
#GetyourPVC

[MODECBT @modecbt]

Science is discovery

[CHUKS 🍥 @ChuksEricE]

“Kidn@ppers are not just holding those children without sponsors. Do you know the kind of work DSS does? They can track and arrest you anywhere. Out of anger, I said I wouldn’t vote, but I will vote because it is my right. I want to appeal to INEC and the judiciary not to disappoint Nigerians, because they have disappointed us before, including under a former INEC chairman.”

– Pastor David Ibiyeomie