You copied all that from Black Americans. youtube.com/watch?v=PcvWxe42…

🚨How do you index the entire Linux kernel (28M lines of code) for an AI agent in 3 minutes? You stop letting the agent read files one by one. There is a fascinating new open-source release called codebase-memory-mcp. It's a code intelligence engine that swaps traditional file-searching for high-speed AST knowledge graphs. What makes this project stand out is the research behind it. Evaluated across 31 real-world repositories (detailed in arXiv:2603.27277), the architectural shift yields massive efficiency gains: → 99% reduction in tokens for structural queries → 83% answer quality across complex tasks → 2.1x fewer tool calls required It maps functions, classes, HTTP routes, and cross-service links into a graph. When the agent needs context, it queries the graph directly. Security is prioritized too: everything happens 100% locally on your machine via a single static binary. It runs entirely locally. No Docker, no Ollama, no API keys. You download the binary, restart your agent, and it just works. Are we one good index away from cutting AI dev costs to zero? Paper and Repo links in the thread ↓

SpaceX's market cap crossed above $3 trillion today in after hours trading. That's higher than the market cap of Amazon ($2.65 trillion) & Microsoft ($2.97 trillion). Microsoft Sales: $318 billion Microsoft Net Income: $125 billion Amazon Sales: $743 billion Amazon Net Income: $91 billion SpaceX Sales: $19 billion SpaceX Net Income: -$9 billion

Researchers show that Claude Code is 98% not AI. Anthropic never gave us the architecture for Claude Code. There were no docs. Just a tool that every developer is currently obsessing over. Until it leaked recently. A research team pulled the source code, analyzed all 500,000 lines, and found something ridiculous. Only 1.6% of the codebase actually interacts with the AI model. The core of Claude Code is literally just a simple while-loop. It asks the model what to do, runs a tool, and repeats. So what is the other 98.4%? It is hardcore, traditional software engineering. The researchers found a massive, complex infrastructure designed entirely to babysit the AI and keep it from hallucinating or destroying your computer: - A 7-mode permission system acting as a security bouncer. - A 5-layer context compaction pipeline so the AI doesn't forget its goal. - A subagent delegation mechanism with strict worktree isolation. - Four different extensibility hooks to manage external tools safely. Every startup right now is trying to build a better AI model to get better results. Anthropic did the exact opposite. They took an existing model and built a fortress of deterministic software around it. They realized that the AI doesn't need to be smarter. It needs to be managed.

Another free speech warrior!

Whoops

You just know this is how he looked at the Rodman jersey in his closet before setting off on his mission

> save $15M a year by cutting a screwworm monitoring program > screwworm outbreak almost immediately > $1B to combat it Government efficiency

What Lisa Su actually held on stage: A mini PC the size of a lunchbox running Qwen3-235B locally, with no cloud and no discrete GPU Inside: the Ryzen AI Max 395, 128GB unified memory, 110GB usable as VRAM on Linux The first x86 chip that handles 200 billion parameters on a single die AMD claims it beats the RTX 5080 by several times on memory-bound models — because the 5080 simply cannot fit them $1,400 to $2,500 once. cloud bills run $200 to $400 a month It pays for itself in a few months, then costs nothing per request This is not a faster GPU. it is the first real argument that your AI does not belong in someone else's data center

Needs fixing

Bruh who was running Nickelodeon in the 90s lmao? Nas on All That????

Pretty sure this is all coordinated between key Western states that want to end online anonymity

#BREAKING: Deposing Attorney: Do you regret that people lost income to support their lives?  DOGE Bro: “No. I think it was more important to reduce the federal deficit from $2 trillion to close to zero.” Deposing Attorney:  Did you reduce the federal deficit? DOGE Bro: “No, we didn’t.” Deposing Attorney: So you weren’t able to reduce the federal deficit and you still don’t regret that people lost some of their livelihood based on your actions? DOGE Bro: “No.” 🤦‍♀️

90% of my time on X is spent explaining to these WHITE ped0s that these things aren't comparable

Nickelodeon really had 5 Percenter R&B playing on their network lmao

What a net worth into the hundreds of $ millions of dollars will do for a dude

😆😆😆😆

California grows about 40% of America's vegetables and about 75% of its fruits and nuts. Your local grocery is basically a California embassy.

Family. Bear in mind, that 95% of the unwanted white supremacists in your replies are descendants of Ellis Island welfare cases. Their fervent racism is a centuries long audition to prove themselves worthy of the attention and protections of the rich land owning anglo 1%. Lol

It’s the High IQs again😆