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I Watched Claude Underwrite a $76M Apartment Deal in 12 Minutes
It takes an analyst three days to underwrite a $76M apartment deal. I described one in plain English and watched Claude build the whole Continue reading on Medium »
A Lab Audited Its Own Benchmark, Found 24 Cheating Trials, and Lowered Its Score.
Evaluating K2 Horizon? Here s which of the six models are production-ready today and how to verify the open claims yourself. (For builders Continue reading on MeetCyber »
How to think with AI
Why a convincing answer still leaves us with the work of judgment.Continue reading on Medium »
Artisan coffee, but AI music…
As I m looking for my next contract I spend my mornings in my local coffee shop, listening to music while I work. I specialise in digital Continue reading on Medium »
SIGNAL COLLAPSE A story
(written with LLM) I. Ignition Lagos, 04:12 WAT, March 2034. Dara Osei woke up to seventeen missed calls and a dead internet connection Continue reading on Medium »
The Smartest AI in the World Still Can’t Reliably Tell You If 9.11 Is Bigger Than 9.9
It can pass the bar exam in seconds. It can also lose a game of tic-tac-toe. Here s the 40-year-old idea that explains the gap and the Continue reading on Medium »
GPT-6 Astra Just Changed What “Writing Software” Means
On September 3, 2026, OpenAI released GPT-6 Astra and the framing around it has been unusually consistent across outlets that don t Continue reading on Medium »
Don’t Give AI Autonomy. Earn It.
The product question isn t Can AI do this? It s What evidence do we need before we let AI do this on its own? Continue reading on Medium »
Why Companies Are Hiring Dedicated AI Developers
Artificial intelligence projects often require skills that go beyond traditional software development.Continue reading on Medium »
I Read LLM Engineer’s Handbook and It’s awesome
Why I love Paul Iustzin s LLM Engineer s Handbook and is it really worth it?Continue reading on Javarevisited »
I Tried Using AI for Everything for 30 Days. Here’s What Happened
For 30 days, I decided to do something I had been thinking about for a while: whenever I had a task that could reasonably involve AI, I Continue reading on Medium »
Is AI Making Developers Lazy, or Forging “10x Engineers”?
How to avoid becoming a Copy-Paste Engineer in the age of Copilot, Claude, ChatGPT, and Gemini.Continue reading on Medium »