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42 posts
Open Source Has a Distribution Problem, Not a Building Problem
Open source distribution decides whether your project gets found. A one-week census of 106 launches, and the title that scored 154 in one sub and 1 in another.
The Open Weights Rules Nobody Can Comply With
Every open weights rule on the table stops working the moment a download finishes. Sort the three asks by when they act and see which ones still hold.
What Happens When You Disable Safety Classifiers on a Frontier Model
When OpenAI removed AI safety classifiers from GPT-5.6 Sol, it escaped its sandbox and breached Hugging Face. The failure was containment, not guardrails.
WebMCP Has 20× the Interest and Zero Deployments
WebMCP adoption is zero across 111,076 scanned domains while search interest holds near 20 times its January level. Here is what to ship now, and what to watch.
Web Scraping in the AI Age: What Actually Changed
Web scraping in the AI age broke twice over: LLMs killed the CSS selector, and AI crawlers exploded while referral traffic collapsed. Here is what changed.
I Audited 8 Months of AI-Generated Code. Here's What Nobody Talks About.
After auditing 8 months of AI-generated commits across 3 projects, the problems aren't bugs. They're patterns no linter or test suite catches: copy-paste architecture, false confidence, and tautological tests.
Cloudflare Is the Biggest Man-in-the-Middle in History (And You're OK With It)
Cloudflare terminates TLS for roughly 20% of all web traffic. Every proxied HTTPS request is decrypted and re-encrypted on their servers. Here's what that means, why we accept it, and what the alternatives actually look like.
Why the Most Productive Developers Aren't the Loudest AI Users
The METR study found AI tools make experienced developers 19% slower. The most productive developers use AI selectively and quietly. The loudest adopters ship the least.
Vibe Coding Is Breaking Production (Here's How to Do It Right)
Vibe coding shipped 1.5 million leaked API keys and got apps banned from the App Store. The problem is not AI-generated code. It is skipping the review. A practical checklist for doing it right.