Brian Mwandau

ANTHROPIC JUST PROVED MOST PEOPLE HAVE NO IDEA HOW TO PROMPT CLAUDE. Their applied AI team dropped a 24 minute free workshop. Not a creator who reverse engineered it. Not a Reddit thread. ANTHROPIC. The people who wrote the weights. And what they showed is uncomfortable. There are 6 elements to a properly structured Claude prompt. Most people are using 1. Maybe 2. That is not a skill issue. That is an information issue. And it has been quietly costing you every single day. The outputs that felt slightly off. The responses you had to rewrite 4 times. The prompts that worked once and never again. All of it traces back to the same 6 missing elements. The people who watch this 24 minute workshop tonight will understand something about Claude that most daily users still do not know exists. The people who skip it will keep getting 30% of what the tool is actually capable of and wonder why the results never quite land. I watched it twice. Then I built a Claude Skill that applies all 6 elements to every prompt automatically. No more thinking about structure. No more guessing what Claude needs. The framework runs in the background every single time. Full breakdown and skill setup is below. Bookmark this now. Watch the workshop first. Then read the guide. This is the one that compounds. Follow @cyrilXBT for the exact prompt architecture, Claude skills, and systems I use to get outputs most people do not believe came from one person working alone.

🚨 Anthropic just launched its first official AI certification And it's FREE ! Here's everything you need to know 👇 📌 What it is: The Claude Certified Architect, Foundations (CCA) launched on March 12, 2026 It's a proctored, 60-question exam testing real production architecture decisions 📌 What it covers: 1. Agentic Architecture & Orchestration → 27% 2. Tool Design & MCP Integration → 18% 3. Claude Code Configuration & Workflows → 20% 4. Prompt Engineering & Structured Output → 20% 5. Context Management & Reliability → 15% The biggest chunk is agentic architecture That tells you exactly where the industry is heading 📌 How to access it : Prep courses → Free for everyone on Anthropic Academy Exam → Free via the Claude Partner Network (any org can join) 🔗 Register : lnkd.in/d_7T_wb9 🔗 Prep courses : lnkd.in/dXU7xr_v Want more guides and updates like these ?

🚨 Anthropic's own team just showed how to actually use Claude Code properly. 30 minutes. free. the person who created Claude Code. watch the workshop. bookmark it. worth more than every $500 course you almost bought. you've been using Claude without knowing 40 of its commands. Then read the guide below.

Why is no one talking about this? @nvidia is offering around 80 AI models via hosted APIs absolutely for free. You get access to MiniMax M2.7, GLM 5.1, Kimi 2.5, DeepSeek 3.2, GPT-OSS-120B, Sarvam-M etc. This plugs straight into OpenClaude, OpenCode, Zed IDE, Hermes agent and even with Cursor IDE. Setup: – Grab API key: build.nvidia.com/models – base_url = "integrate.api.nvidia.com/v1" – api_key = "$NVIDIA_API_KEY" – select model (e.g. minimaxai/minimax-m2.7) If you’re building or experimenting, this is basically free inference. Lock in and start building today anon. Thank me later.

Claude Code can do more than chat. It can read files, run terminal commands, and help you build agentic workflows from the terminal. In this course, you'll learn how to install and use Claude Code on Windows, Linux, and Mac, and how the agentic loop works. You'll also learn session management, how to track API usage and costs across providers, and more. freecodecamp.org/news/claude-co…

I’m in love with this sentence: “The degree to which a person can grow is directly proportional to the amount of truth he can accept about himself without running away.”

7 laws that give you an unfair advantage: 1. Kidlin's law

Only real developers will understand. Bro is cooked.

Locking the camera to the stars instead of the horizon changes everything. It’s actually kind of terrifying to see the Earth spinning beneath us like this. 🌍🌌

When Uhuru Kenyatta publicly refused to sign salary increment for MPs. Guess who could sign?

If you want to become good at system design (in 3 weeks), learn these 15 case studies:

How was the 'car of the future' imagined in the 1940s?

A Kenyan boy named Miringa is building a “People’s IEBC” that Kenyans will use to verify and tally the 2027 presidential votes. Its sole purpose will be verification, ensuring no one can manipulate the numbers!

This lady demonstrates a level of reasoning that surpasses the entire team of presidential advisors💉💉💉

Pandas Cookbook — Practical recipes for scientific computing, time series and exploratory data analysis using #Python: amzn.to/3Y0XRY5 v/ @PacktDataML [3rd ed.] What you will learn: 🟠The PANDAS type system - how to best navigate it 🟢Import/export DataFrames to/from common data formats 🔵Data exploration in PANDAS through dozens of practice problems 🟣Grouping, aggregation, transformation, reshaping, and filtering data 🔴Merge data from different sources through PANDAS SQL-like operations 🟡Leverage the robust PANDAS time series functionality in advanced analyses 🔵Scale PANDAS operations to get the most out of your system 🟠The large ecosystem that PANDAS can coordinate with and supplement.

A railway system across Africa could: -Make living in Nairobi while working in Kampala possible. -Let students from Kisumu study in Dodoma without relocating permanently. -Enable doctors in Lusaka to work daily with Nairobi hospitals via fast rail links. Enable doctors from South Africa to conveniently support patients in Kampala.

This was the last time Tanzania had a president.

Use this 3 Questions To Diffuse Any Conflict Instantly‼️‼️

What happens inside your body when you fast for 36 hours.

This advice will completely change your life‼️