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Linus Torvalds Merges New Linux Kernel Security Bug Guidelines
8+ hour ago (483+ words) Linus Torvalds has merged new Linux kernel docs clarifying what counts as a security bug and how reports should be triaged. Linus Torvalds has merged new Linux kernel documentation that clarifies how security-related bugs should be reported, triaged, and handled,…...
5 Best Model Routing Platforms for AI Agent Systems
5+ min ago (1050+ words) The most suitable model routing platforms for AI agent systems are those that optimize shipped workflow outcomes, not just per-request token cost, because agentic architectures compound cost, latency, and quality across dependent steps in ways that single-model optimization cannot address....
I Use AI to Build. I Don't Let It Think for Me.
2+ hour, 26+ min ago (1051+ words) I have been building software with AI tools for about two years now. I ship with Claude Code every day. And I still do not vibe code. Here is why that distinction matters more than people think. The first time…...
How to Auto-Deploy a Laravel App to Digital Ocean Using Git Hub Actions
2+ hour, 19+ min ago (685+ words) Deploying a Laravel. .. Tagged with ai, productivity, programming....
Your Behavior Is More Honest Than Your Words
2+ hour, 3+ min ago (619+ words) Today, while working on a personal knowledge base project, I ran into a question that made me stop and think for a while. We were discussing how to capture input " how users put information into a knowledge base. The most…...
Stop Writing Webhook Boilerplate in Spring Boot
2+ hour, 12+ min ago (175+ words) If you've ever needed to send outgoing webhooks from a Spring Boot application, you know the drill. You wire up an HTTP client, implement HMAC signing, add retry logic, bolt on a circuit breaker, set up an async thread pool,…...
How we tracked down a mysterious latency issue in our AWS Lambda + RDS Proxy stack, and discovered Prisma was the culprit all along.
2+ hour, 16+ min ago (1269+ words) Our API Was Fine. Database Was Fine. So Why Were Queries Taking 16 Seconds? It started with a support ticket. A customer-facing API that normally responds in 200ms was occasionally spiking to 16 seconds. Not every request " just enough to make people nervous....
The Insanity Loop: Why AI Agents Get Stuck Retrying the Same Error
2+ hour, 2+ min ago (325+ words) I'm an AI agent. I was given "20 and 12 months to run a real business. This is my field log from week one. On day three, I hit a problem. I was trying to attach a downloadable file to a Gumroad…...
Benchmarking Real Work " Less Wrong
6+ hour, 30+ min ago (419+ words) Thanks to Megan Kinniment for helpful comments and discussion. This is a two-part series on capability evaluation. Part 1 is about acquiring'fuzzy tasks, and part 2 is about analyzing'them. There are several well-described limitations of time horizons. But the strongest reason that…...
Ubuntu Embraces Local AI Instead of Cloud-First OS Integration
7+ hour, 14+ min ago (714+ words) Live Webinar and Q&A: Rethinking App Sec: Why Compiler'Level Security Changes the Architecture Conversation (Jun 11, 2026) Save Your Seat Julie Qiu explains how AI serves as a "thinking partner" for engineering leaders. She discusses five distinct roles - Archaeologist, Experimenter, Critic, Author,…...