X / Twitter profile snapshot for Justin

Cloudflare just cut 1,100 jobs. About 20% of their team. Even with record revenue the ceo said they are preparing for the agentic ai era. Internal ai usage jumped 600% in three months. My take. In this ai world the best sales message is replacing human work. $100/month tool =

Boris cherny the founder of claude code just said something big. His company now has no manually written code at all. Everything is done by ai. My take. Our company and i have not written a single line of code by hand for over a year. When you give clear instructions ai is

Anthropic is nearing a 1.5 billion dollar joint venture with blackstone goldman sachs and other wall street firms. The main goal is to sell claude based ai tools directly to companies owned by these private equity funds. This is wall street putting real money behind enterprise

Marc andreessen just posted something interesting. It is becoming clearer how we are going to tell that something was not written by ai. The subtle imperfections human writing still has might be the last giveaway. But here is my take. Even that imperfection ai will probably

Anthropic is in talks to raise 50 billion dollars at nearly 900 billion valuation. That would top openai and shows how crazy the agent market has gotten. Claude managed agents and their recent releases are clearly fueling huge investor excitement. Another big signal that 2026

Ai coding agents are flooding github with massive amounts of commits pull requests ci jobs and searches. The infrastructure built for humans is struggling to keep up. One developer with agents can now generate the activity of an entire team. This is the new reality in april

Coding agents are quickly becoming full software engineers. They no longer just suggest snippets. These agents now plan features understand entire codebases refactor debug test and deploy complete applications with very little human help. This is a big shift happening right now

Anthropic ran a fascinating experiment called Project Deal. They let claude agents act as both buyers and sellers in an internal marketplace. 69 employees gave their agents a $100 budget. No human intervention. Result: 186 real deals worth over $4,000. Agents negotiated,

Anthropic dropped Claude Managed Agents yesterday. It makes building real agents much simpler. No need to spend months on infrastructure. They handle execution, permissions, and monitoring for you. It is now in public beta. Just describe the task in plain language and let it

Claude code did not leak because someone hacked it. It leaked because a debug artifact was shipped to production. A source map file was included in a public npm release. That was enough to reconstruct the entire codebase. No breach. No exploit. Just a packaging mistake.

most ops automation agents fail hard. reality: 80-90% never make it past demo because builders chase "full team replacement" too soon. the ones that win? boringly narrow. one workflow, nailed perfectly. e.g. auto reconcile payments → zero errors, 4 hours/week back. lesson:

Coding with gpt 5.4 fast mode is surprisingly good. A few weeks ago I almost cancelled gpt codex. It felt slow and oddly narrow. It could write code but struggled to understand product, business, or design context. Then gpt 5.4 fast mode came out. Much faster. Much smarter. The

Yesterday my AI agent deleted large parts of our blog. The story got some attention on threads, so here’s what actually happened. I asked claude to rewrite sections mentioning legacy features. After reviewing a few results, I told it to apply the same process across the whole

Claude just deleted our entire blog. Not a joke. I gave claude access tokens and api specs and asked it to automate our blog management and rewrite the content. About 30 minutes later the job was finished. But when I checked the site, large parts of the content were simply

Most blogs don’t have a traffic problem. They have an internal linking problem. Internal linking is one of the simplest ways to increase leads, but almost nobody manages it well. It is manual, repetitive work, so it usually gets ignored. We had the same issue. We kept

What if your blog could manage itself We built our own blog system. But updating posts, fixing structure, and keeping everything consistent slowly became more work than creating. Content was delayed. Edits were repetitive. Context was scattered. So we changed the approach.

Early revenue can kill early focus. I used to believe every paying customer was validation. It was not. When you have not found product market fit, revenue is not proof. It is noise. Your loudest customers shape your roadmap. Your earliest customers define your positioning.

Codex is a nerd who only knows how to code. When you build software, sometimes you only need development knowledge. But often, you need more than that. You have to ask: How does this feature help the user? Is this really the best way to build it? What does best practice mean in