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4 Motion Design Bugs That Break Astro + GSAP + Lenis Sites in Production
40+ min ago (455+ words) I got tired of debugging the same four things every time I built a motion-design landing page with Astro, GSAP, and Lenis — so I wrote them down. Here's each bug, what causes it, and how to fix it. How to…...
It cost HOW many tokens to fix that typo?
17+ min ago (219+ words) AI agrees. AI does not ask. Exactly one thing gets through. But it can cost you. (NOTE: To protect the work output, I've given my AI assistant a persona, "AI Chad," after the always-agreeable Pete Davidson character on Saturday Night…...
Object-Oriented Programming for Web Developers: Lessons From an Old Flash Game | HackerNoon
2+ hour, 43+ min ago (1369+ words) The result is predictable: code duplication, spaghetti logic, and changes that require touching fifteen files instead of one. I’ve seen this pattern in every web codebase I’ve inherited. The problem isn’t that web developers are bad programmers. The problem is…...
My agents kept overwriting each other, so I gave them claims
43+ min ago (266+ words) I run several agent sessions in parallel, each in its own project, all on the same machine. For a while I believed that was safe because every session had its own repo. It wasn't. Sessions reach outside their home tree…...
What my agents are allowed to remember
43+ min ago (304+ words) Every agent platform ships memory now. Persistence across sessions went from a trick to a checkbox sometime this year, and I expected that to settle the question. It didn't. My agents remembered plenty. They just never remembered anything useful, and…...
Don't validate the output. Validate that you were allowed to generate it.
1+ hour, 16+ min ago (758+ words) I run a site that collects overseas viewer comments about individual anime episodes, translates them, and publishes them. It updates automatically every day. There is one failure mode that matters more than all the others: creating a page for an…...
Microsoft archived PyRIT (Mar 2026) - what LLM red-teamers should use instead
54+ min ago (784+ words) Quick one: if PyRIT (Microsoft's Python Risk Identification Tool) is on your shortlist for LLM red-teaming, check the repo first. Azure/PyRIT was archived on GitHub on March 27, 2026. It's read-only now: no commits, no releases, no issue triage, nothing. Whatever…...
I Built AgentCheck Because “The Coding Agent Said Done” Wasn’t Enough
1+ hour, 34+ min ago (702+ words) AI coding agents are getting surprisingly good at writing code. I use them regularly, and they can handle increasingly large tasks: refactoring code, adding features, updating dependencies, modifying configuration, creating migrations, and touching files across an entire repository. But I…...
Why I Built an Ad-Free Alternative to Untappd
1+ hour, 11+ min ago (535+ words) I've used Untappd for years to log the beers I drink. It works. It also drives me a little crazy every time I open it. Between the ads wedged into my feed, the check-in pressure that makes logging a beer…...
How to test your LLM app for prompt injection: promptfoo vs garak vs Giskard vs PyRIT vs sentinel-scan-cli
54+ min ago (755+ words) I went through the five tools that come up most often, ran them where I could, and read the source/docs closely where I couldn't. Here's what each one actually does, where they overlap, and where they don't. Update, Aug…...