Welcome back. Chinese labs are allegedly distilling America's top AI models. This time, the White House is calling them out. Trump's lead tech adviser just accused China's Moonshot AI of “distilling” Fable 5 to build Kimi K3. And that's not the only charge on the list.
Today’s Brief
How an AI-native team does code review
3 design libraries to build production ready apps
Find out when a loops beats graphs
Cookbook of 52 Claude Code prompts

TODAY IN PROGRAMMING

The White House accuses Moonshot AI of stealing from Anthropic: Michael Kratsios, technology advisor for the Trump administration, claims the Chinese AI lab "distilled" capabilities from Anthropic's Fable model to build Kimi K3. Kratsios also alleges they trained the model on restricted Nvidia servers. Now, the Treasury Department is warning of possible sanctions for the alleged IP theft. But Silicon Valley is pushing back. Almost 200 startups, including YCombinator, are asking the administration not to block Chinese open-source models.
Cursor's new router delivers frontier coding at a fraction of the cost: The AI coding startup just dropped Cursor Router. This new tool classifies each request and sends it to the best-fit model. It stops defaulting to the most expensive model every time. The company claims early enterprise teams saved 30-50% with no quality drop. You can use it today on Teams and Enterprise plans. See how it works.
This new app teaches you how LLMs are built: Developer and MTS at Anthropic, Felix Rieseberg, just released Language Model Builder. This Mac app shows you how to build a small language model from the ground up. It includes a 90-minute interactive textbook that covers tokenization, attention, and transformers. Everything runs directly on your Apple Silicon Mac. In just one day, you can train a model that actually chats back. Try it here.

PRESENTED BY SUPERBLOCKS
Recently, a vibe-coded app leaked 1.5M API keys because nobody reviewed the code.
Your team ships AI-written code every day. Superblocks keeps it governed:
Security agents scan every app before it ships
Secrets stay in a managed vault, never in the code
Runs in your own AWS account, with SSO and audit logs on every build

INSIGHT
How do AI-native teams review code? One playbook is gaining adoption

Source: The Code, Superhuman
Fresh eyes are disappearing. AI now writes a growing share of production code, but the review process was built for code written by hand. It relies on a fresh pair of eyes to catch what the engineer missed. Since AI now handles reviews too, both sides fail to notice the same mistakes. To solve this, AgentField co-founder and CTO Santosh Kumar Radha published a playbook on rebuilding the review process from the ground up.
A map, not a verdict. He argues reviews used to do four jobs. They caught bugs, taught the team, flagged risks, and ensured a second person signed off on every change. AI has now automated the first part. The same model that writes the code can check it in seconds. Because of this, Radha stopped asking whether a change is safe to merge. His reviews now list what each change puts at risk.
Three rules from the playbook that do the work:
Security risks block merges. Small stuff like naming gets logged, and the code ships anyway.
Increase review passes, since finding bugs is slow and fixing them is fast.
Make merge-blocking rules visible to the whole team and adjust them over time.
Swap the reviewer's model. But every team is not ready to start with the above playbook. To keep things simple, we recommend checking out Greptile. It’s built on the idea that Claude Code and Codex are actually better at catching bugs in each other’s work than they are in their own.

PRESENTED BY BITDRIFT
Find and resolve every crash, freeze, slowdown, ANR, and OOM before your users do. bitdrift captures 100% of mobile data, unsampled and in real time, so it’s immediately queryable by engineers and AI agents.
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IN THE KNOW
What’s trending on socials and headlines

Meme of the day.
Speed Demon: A Stanford PhD student built a tokenizer that's up to 1,000x faster than Hugging Face's. See how it works (3.5K likes).
Design Depth: These 3 open-source libraries turn vibe-coded projects into polished, professional apps (4K bookmarks).
World Monitor: A developer cloned Palantir's multi-million dollar war room and open-sourced it. Run your own live global intelligence dashboard (2.4M views).
Auto Mode: Claude Code's creator shared how top engineers automate their workflows. This breakdown shares steps you can use today.
Loops vs Graphs: There's still real confusion around when a loop beats a graph in agent building. This comparison finally makes sense of it.

TOP & TRENDING RESOURCES
Top Tutorial
How to run your coding agent safely: You’ll learn how to safely run AI coding agents without risking their computers. This tutorial covers the dangers of giving agents unrestricted access, and shows how to easily set up isolated Docker Sandboxes so agents can code autonomously without accidentally deleting files or wiping databases.
Top Tool
Claude Code Security plugin: Scan your changes for vulnerabilities before you commit or run a full scan across your codebase, all from your terminal on the Claude inference you already run.
Trending Cookbook
Library of 52 Claude Code prompts: This is a library of prompts to copy into Claude Code. Use it to explore ways of working you haven’t tried, or when you’re not sure where to start.

AI CODING HACK
How to unblock Claude Code during long commands
Claude Code locks up your entire session during long builds or tests. You end up stuck waiting on a command that doesn't need your input. Delba de Oliveira from Anthropic's Claude Code team shared a built-in fix for this.
Step 1: When Claude starts a long Bash command, press “Ctrl+B”. This moves the command to the background so you can keep working immediately.
Step 2: Once the command finishes, the results will automatically pop back into your chat for Claude to handle.
Step 3: You can check your active background tasks anytime by typing “/bashes”. You can also skip the keystroke and tell Claude up front to run a command in the background:
Run the test suite in the background and flag any failures.P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex here.

IN CASE YOU MISSED IT
Our most-clicked story from yesterday
OpenAI cofounder and now Anthropic researcher Andrej Karpathy shared the "lazy" prompting habit that gets him better results.
Grow customers & revenue: Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. Get in touch.
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Until next time — The Code team



