Rwanda didn't fix governance by buying better software.
They rebuilt accountability first. Then added technology.
That's the lesson.
AI won't fix your broken system. It will just run the broken system faster, with more confidence and less excuses.
Fix first. Then scale.
The only way we don't end up here is if the right people show up.
Lawyers. Technologists. Civil society. People whose data, jobs, and faces are already inside AI systems they never consented to.
Reading the document. Submitting input. Being in the room.
South Africa just withdrew their national AI policy.
Not because of protests. Not because a court stepped in.
Because the citations were fake. AI-generated. In a document about governing AI.
Kenya's AI Bill is in Senate right now. Public participation closes May 5th.
We are at the exact moment South Africa was at before everything went wrong.
AI is learning to speak African! 🌍 Projects like @LelapaAI’s InkubaLM & @MasakhaneNLP are building models that understand Swahili, Yoruba, & isiZulu. And you know why this is exciting? Because it’s about ensuring tech serves Africa’s diverse linguistic heritage.
Anthropic just dropped Claude Opus 4.7 and it's WILD
✅ Best coding performance yet
✅ Sharper vision & reasoning
✅ Built for complex agent tasks
✅ Same price as before???
Oh and they ALSO redesigned Claude Code + launched Routines this week.
Anthropic is not playing
The EU AI Act goes into full effect August 2, 2026.
And it doesn't just apply to Europe.
Any company, anywhere, that serves EU users has to comply that includes African fintechs, startups, and developers.
Are we at the table or catching up?
Have you heard of Shadow AI before? Incase you’re curious, here’s a short read about what it is and how it can affect you if it hasn’t already.
https://t.co/fvELto4fhI
Major companies are laying off thousands not for misusing AI, but to pay for AI.
AI didn't just change what people do. It's changing how many people companies think they need.
The AI arms race has a human cost. Let's not look away from it.
#AI#FutureOfWork#AILayoffs
The future of AI isn’t just innovation, it’s responsibility.
Safe use means:
transparency, accountability, and human oversight.
Build fast, but build responsibly.
We've moved from AI that answers to AI that acts.
Agentic AI doesn't wait for a prompt. It plans, decides, and executes across tools, systems, and workflows.
For African businesses, the question isn't "should we use AI?" anymore.
It's "are we ready to hand AI an action list?"
Claude vs. Claude Code vs. Cowork.
If you've been confused about which one to use and when, this post will clear that up in under two minutes.
Anthropic now offers three distinct ways to interact with Claude, and each one targets a fundamentally different workflow. Think of it as: Chat for thinking, Code for building, and Cowork for doing.
Here's a quick breakdown:
1️⃣ Claude Chat
This is the conversational AI assistant most people already know. You type a prompt, Claude responds, and you iterate together.
- Turn rough ideas into structured plans through conversation
- Write emails, reports, essays, and long-form content
- Research and summarize complex topics in minutes
- Analyze documents, PDFs, and images
- Build interactive prototypes through Artifacts
The key here is that everything happens through conversation. You're thinking with Claude, not delegating work to it.
It's available on every device, has a free tier, and supports persistent memory across sessions.
The tradeoff is that it has no direct access to your local files (upload only), and it can't generate raster images natively.
2️⃣ Claude Code
This is a terminal-native coding agent. You describe what you want in plain English, and Claude reads your codebase, writes code, runs tests, fixes errors, and ships the result.
- Build and debug entire features across the full codebase
- Write, run, and fix tests automatically
- Manage git workflows and create pull requests
- Spawn multiple parallel agents working on different parts of a task simultaneously
It handles the full development cycle end to end, from planning to execution to testing. With the CLAUDE(.)md configuration file, you can teach it your project's conventions, patterns, and constraints so it writes code the way your team expects.
The tradeoff is a steeper learning curve compared to Chat, and token costs can add up during heavy sessions.
3️⃣ Claude Cowork
This is the newest addition. Anthropic describes it as Claude Code for the rest of your work.
It's an agentic desktop assistant that automates file management and repetitive tasks through a GUI. You describe an outcome, and Claude plans, executes, and delivers finished work: formatted documents, organized file systems, spreadsheets with working formulas, and synthesized research.
- Direct local file access and editing (no upload/download cycle)
- Schedule recurring tasks automatically
- Assign tasks remotely via Dispatch from your phone
- Computer Use lets Claude control your screen directly
It runs inside a sandboxed virtual machine on your computer, so Claude can only access folders you explicitly grant. You don't need to know how to code to use it.
The tradeoff is that your computer must stay awake for tasks to run, and it's still in research preview.
Here's how to think about choosing between them:
→ If you need to think through a problem or get writing/research help, use Chat
→ If you're building software and want an autonomous coding partner, use Code
→ If you have a clearly defined deliverable that involves local files and desktop workflows, use Cowork
All three are included in the same subscription starting at $20/month, which makes it one of the highest-leverage subscriptions in productivity software right now.
I've put together a visual below that maps the workflow of each product side by side.
If you want to go deeper into Claude Code specifically, I wrote a detailed article covering the anatomy of the .claude/ folder, a complete guide to CLAUDE(.)md, custom commands, skills, agents, and permissions, and how to set them all up properly. Link in the next tweet.
At Orden Consulting, this is exactly the work we help businesses navigate, from understanding what the law requires, to building practical compliance frameworks that don't slow you down.
The bill is still being debated. Now is the best time to prepare.
Kenya just tabled its first-ever AI law. And if your business uses AI in any way, this affects you.
The Artificial Intelligence Bill, 2026 (Senate Bills No. 4) was introduced in Kenya's Senate earlier this month. Here's what you actually need to know without the legal jargon
What should you do today?
→ Audit how AI is currently used in your business → Check if any use cases fall into "high-risk" categories under the bill → Make sure your AI data practices align with the Data Protection Act → Start documenting your AI decision-making processes