Pinned Tweet
I built something I believe is useful for agentic coding today. I’ve been too worried it’s not the best it can be, but my wife encouraged me to fail fast if I was worried about failure, so here we are.
Introducing Kontinuo by @pullbase, the continuity layer for your AI coding k, you hit a rate limit on Claude, and you want to keep going on Codex or Cursor. But the next agent has no idea what just happened. Kontinuo fixes that, it leaves a verifiable context log the next agent can actually use and it’s really token efficient.
Check it out: kontinuo.dev
Use it, break it. I hope it’s useful to at least one person.
Introducing Kontinuo by @pullbase, the continuity layer for your AI coding k, you hit a rate limit on Claude, and you want to keep going on Codex or Cursor. But the next agent has no idea what just happened. Kontinuo fixes that, it leaves a verifiable context log the next agent can actually use and it’s really token efficient.
Check it out: kontinuo.dev
Use it, break it. I hope it’s useful to at least one person.
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2026 has been a year
Breaking News: Nvidia opened an investigation into Jensen Huang, its CEO, after he acknowledged to the company’s board that he had been intimate with a business executive who U.S. intelligence determined to be a Chinese spy. nyti.ms/3ViPMAt
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Lmao 😂 there’s nothing I fear more than doing this prematurely. I think I’ll still move back to Nigeria at some point (maybe just me, not my family), but only when it’s the right time. Something has to genuinely make me, could be a business venture.
Moving back to Nigeria was a mistake.
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Big Sheddy 🦅 retweeted
I’m not sure why people forward some of my subs to me expecting me to react when the reality is that I don’t rate 99% of you enough to. You guys are simply just internet characters to me and it’s not worth my while
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Big Sheddy 🦅 retweeted
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Today we're launching @costgraphai.
It tells you what your infrastructure costs, whether that spend is justified, and then fixes it.
Cloud, Kubernetes, CI runners and SaaS. One view.
Today we're launching @costgraphai.
It tells you what your infrastructure costs, whether that spend is justified, and then fixes it.
Cloud, Kubernetes, CI runners and SaaS. One view.
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Big Sheddy 🦅 retweeted
I'm begging you to try systems programming.
I built tiny AWS - a cloud using no Docker, no VMs, just 10,000 lines of Golang and Rust code with this same mindset. Tiny AWS is legit just cli, and not even React or NextJS codes.
Stop spending all your time learning another ary, another abstraction. Go figure out what actually happens underneath.
- Write your own memory allocator.
- Build an operating system kernel.
- Implement a TCP stack.
- Write a compiler.
- Build a database engine.
- Understand how Linux schedules processes, manages memory, handles interrupts, and talks to hardware.
Learn C. Get your hands dirty with Rust. Read source code. Read the Linux kernel. Break things. Spend time debugging a segmentation fault because you forgot how pointers work.
And then experience the satisfaction of finally understanding WHY something works, instead of just knowing WHICH API to call.
We're entering an era where AI can generate thousands of lines of code in seconds. Frameworks are getting easier. Abstractions are getting higher. The barrier to shipping software is collapsing.
But here's the interesting part:
The easier it becomes to generate code, the more valuable it becomes to understand what's happening underneath it.
Anyone can ask an AI to build an application.
But can you explain WHt happens when a process gets created? How memory is allocated? What happens when a packet travels through a network? Why a database quEry becomes slow?
Can you debug something when the abstraction leaks and the documentation stops helping?
That's the difference between knowing how to use technology and understanding how to engineer it.
You don't need to become a kernel developer. You don't need to abandon web development. And you certainly don't need to reinvent everything.
Just spend some time building things that force you to think.
Because there's something incredibly beautiful about programming when you stop treating computers as magical boxes that execute your JavaScript.
Don't just learn to build software. Learn how the machine works.
I'm telling you, try systems programming at least once.
I built tiny AWS - a cloud using no Docker, no VMs, just 10,000 lines of Golang and Rust code with this same mindset. Tiny AWS is legit just cli, and not even React or NextJS codes.
Stop spending all your time learning another ary, another abstraction. Go figure out what actually happens underneath.
- Write your own memory allocator.
- Build an operating system kernel.
- Implement a TCP stack.
- Write a compiler.
- Build a database engine.
- Understand how Linux schedules processes, manages memory, handles interrupts, and talks to hardware.
Learn C. Get your hands dirty with Rust. Read source code. Read the Linux kernel. Break things. Spend time debugging a segmentation fault because you forgot how pointers work.
And then experience the satisfaction of finally understanding WHY something works, instead of just knowing WHICH API to call.
We're entering an era where AI can generate thousands of lines of code in seconds. Frameworks are getting easier. Abstractions are getting higher. The barrier to shipping software is collapsing.
But here's the interesting part:
The easier it becomes to generate code, the more valuable it becomes to understand what's happening underneath it.
Anyone can ask an AI to build an application.
But can you explain WHt happens when a process gets created? How memory is allocated? What happens when a packet travels through a network? Why a database quEry becomes slow?
Can you debug something when the abstraction leaks and the documentation stops helping?
That's the difference between knowing how to use technology and understanding how to engineer it.
You don't need to become a kernel developer. You don't need to abandon web development. And you certainly don't need to reinvent everything.
Just spend some time building things that force you to think.
Because there's something incredibly beautiful about programming when you stop treating computers as magical boxes that execute your JavaScript.
Don't just learn to build software. Learn how the machine works.
I'm telling you, try systems programming at least once.
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Bruh wedding vendors in Nigeria can make you run mad, I’ve never seen a more incompetent and mediocre group of people. How hard can it be to do your jobs properly? Insane stuff
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I don’t understand the crash out. This guy isn’t good enough at the moment. England will be fine without him, as always; he offers nothing.
🚨 Breaking: Cole Palmer left out of England squad for Nations League games vs Croatia + Spain. 24yo Chelsea playmaker withdrew from last international break & despite availability has not been called into final camp of 2026 by Thomas Tuchel @TheAthleticFC nytimes.com/athletic/77566…
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Big Sheddy 🦅 retweeted
The web rewrite is working.
On a slow connection, the old X web took more than 22 seconds to show the first post on a profile. The new X web does it in 2.7 seconds. Here's how we did it, and how we're rolling it out one country at a time.
blog.x.com/en/engineering…
On a slow connection, the old X web took more than 22 seconds to show the first post on a profile. The new X web does it in 2.7 seconds. Here's how we did it, and how we're rolling it out one country at a time.
blog.x.com/en/engineering…
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