Matt Maher
Sharing excitement and inspiring curiosity around AI and technology
Channel created: January 02, 2025
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I Asked GPT-5 to Rebuild My 100K Line App. Its First Move Changed Everything.
I expected it to start coding. Instead, it stopped, studied the entire application, and made a decision I've only ever seen experienced architects make. Six hours later, 150 files had changed — and...
GPT-5.4 Got the Best Score I've Ever Seen — Then I Found Something Stranger
GPT-5.4 scored 95% on my planning benchmark — the highest I've ever recorded. But while I was testing it across every tool I use, a pattern showed up in the data that I genuinely did not expect. An...
My Biggest AI Unlock — It Does Everything
It takes 30 seconds to set up. It sounds like absolutely nothing. And it replaced every other AI tool I use. I spent a week trying to figure out how to explain this because every time I described ...
Why Your AI-Improved Code Feels Wrong
AI coding tools are making your software functionally better — but something feels off. Here's what's actually happening. Every optimization makes it better. Every optimization scrapes off a littl...
Claude Code Remote Control Is About to Change Things
There's a new Claude Code feature, and it's the first thing that actually solved a problem I didn't realize I was still carrying around. Your sessions don't stop when you walk away. Now you can see...
Gemini 3.1 Pro Faltered — And Revealed Something Bigger
I've been running the same planning benchmark against frontier models for six months. Every one of them clusters between 70-90%. Gemini 3.1 Pro scored so far outside that range, I had to test it fi...
The One Shift That Takes You to Level 3 With AI
I spent a year figuring out why AI worked brilliantly sometimes and felt completely useless other times. Turns out the answer had nothing to do with the tools. Most people using AI right now are s...
Something Is Happening Inside Claude Code Agent Teams
I designed every agent. I understand the architecture. And the output still surprised me — not because it was good, but because I can't trace how it got there. I built an ideation system using Cla...
You're Throwing Away Your Best Thinking Before AI Sees It
Every time you type a prompt, you edit it first. You compress your thought down to the short version — and the part that actually matters never makes it in. There's a fix, and every AI company on t...
Codex Spark's Real Value Isn't Coding — Here's What It Is
I spent an hour using Codex Spark before I read a single thing about it. That hour told me more than any benchmark chart could. OpenAI just shipped Codex Spark — a smaller variant of GPT-5.3 Codex...