Inside the .NET Garbage Collector: Generations, the Card Table, and Tuning That Actually Works
Most developers treat the garbage collector as weather: it happens to them, and occasionally it ruins their day. But the
Most developers treat the garbage collector as weather: it happens to them, and occasionally it ruins their day. But the
Every PostgreSQL developer knows the four isolation levels from the SQL standard: Read Uncommitted, Read Committed, Repeatable Read, Serializable. Fewer
Continue readingPostgreSQL Isolation Levels: What Repeatable Read Actually Guarantees
DeepSeeded? No — DeepSeek. In September 2026 the Chinese AI lab released a paper titled “DeepSeek-V4.1-Flash: Pushing the Limits of
September 2026 has been one of the densest months for AI releases in recent memory. Within the first 72 hours,
Here is a failure mode that shows up in every system with more than two backends: round robin distributes requests
Continue readingLoad Balancing Beyond Round Robin: Least Outstanding Requests and Consistent Hashing
Serving a large language model to thousands of concurrent users is, underneath all the marketing, a memory management problem. Every
Continue readingDeepSeek-V4.1-Flash: Why the Most Interesting AI Paper This Month Is About Storage
Server-Side Request Forgery (SSRF) keeps topping real-world breach reports for a simple reason: modern applications are glued together with outbound
Continue readingSSRF Defense in Go: Why URL Validation Fails and How to Fix It at the Dial Layer
Goroutines are famously cheap. You can scatter a hundred thousand of them across a program without thinking twice, and the
Continue readingInside the Go Scheduler: G, M, P, Work Stealing, and Preemption
Sooner or later, every API designer hits the pagination wall. The endpoint works fine in staging, then production traffic arrives
Continue readingAPI Pagination Strategies: Offset, Cursor, and Relay Connections Done Right
Every team says they care about reliability, but very few can answer the follow-up question: how reliable, exactly, and how
Continue readingSLOs and Error Budgets: The Math That Decides When to Ship and When to Stop