Articles
Industry news, technical articles, and product introductions
📚 Claude Tutorials Hub
40+ step-by-step Claude guides — prompt engineering, Claude Code, API, agents. Browse by topic →
Loading...
Industry news, technical articles, and product introductions
📚 Claude Tutorials Hub
40+ step-by-step Claude guides — prompt engineering, Claude Code, API, agents. Browse by topic →
Loading...
Anthropic published data showing Claude-designed protein binders hit 22–35% success — more than double the 10–15% traditional average — with no fine-tuning, just prompts and public data, and open-sourced the prompts, data, and evaluation pipeline. A binder isn't a drug, but open-sourcing makes the method reproducible and portable.
Anthropic handed Claude a 30,000-token prompt, a GPU budget, and 15 protein targets, then walked away. It hit 14 of them at more than double the field's typical success rate, verified in two independent wet labs. The prompt and every data point are now on HuggingFace.
A 17GB quantized file scores 52 on Artificial Analysis and draws the best local-model pelican ever — yet Simon Willison clocked the same task at 21 minutes on the default setting versus 137 seconds with reasoning off. Here's what Qwen3.8 27B can really do, the quantified evidence of its overthinking, and how to tune reasoning_effort.
On August 17, GitHub suffered a 7-hour-35-minute critical incident — its 9th critical in two months. The same day, Cursor launched Origin, a git forge 'designed for agent scale,' three days after SpaceX closed its $60B acquisition. Is the moat cracking? We fact-checked both stories.
DuckDB previewed v2.0: a CONNECT statement gives the in-process engine its first client/server mode, VARIANT becomes a first-class type, and the SQL parser was replaced wholesale. The viral '40x faster' claim is real — but it's about recursive CTEs, not aggregates. We checked every number against the source.
A PR co-authored by Copilot introduced a textbook shell injection, the AI review marked it all-clear, and five days later Wiz's AI agent exploited it to breach Snowflake's Jira. The problem isn't AI writing bad code — it's teams treating an AI review as a security guarantee.
Told by an investor to be a more positive advocate for his own industry, Anthropic's CEO broke his usual social media silence with a long rebuttal. His core claim: the public's hostility toward AI wasn't manufactured by risk warnings — it's decades of accumulated distrust finally arriving at AI's door.
Two Cloudflare stdio MCP processes pegged a CPU core each, with a stack of zombie instances from old sessions behind them. How to diagnose runaway MCP servers, remove them from Claude Code cleanly, and why low-frequency ops are better served by the REST API than a resident MCP.
Buf ships a production-grade Protobuf LSP inside the buf CLI: go-to-definition, completion, find references, rename, and diagnostics that match buf lint. Setup paths for VS Code, Neovim (0.11 native + lspconfig), and JetBrains, a minimal two-file test project, and the known pitfalls—every command verified with buf v1.72.0.
Commands you ran yesterday vanish from Ctrl+R and ~/.zsh_history only has old entries? It's not your config. A bug introduced in 2015 lets a Ctrl+C during shell exit truncate your history file. Fixed in Zsh 5.9.2 (5.9.1 missed it). Root-cause breakdown, a distro upgrade status table, and why INC_APPEND_HISTORY won't save you.
Bloomberg reports Stripe has agreed to buy OpenRouter for over $7 billion—5x its valuation from three months ago. We cross-checked the facts: the deal's real status, why Stripe is buying its own billing customer, the Bridge→Tempo→Metronome→OpenRouter acquisition arc, BYOK rules, five alternatives, and the one thing to do now: abstract your routing layer.
Stripe has finalized a deal to buy OpenRouter for more than $7 billion. The money isn't for the code that forwards requests — it's for the power to decide which provider serves them. But Stripe bought Amazon's position without Amazon's lock-in.