Every high-concurrency network server on Linux eventually converges on the same bottleneck: not CPU, not memory, but the question of
Continue readingepoll Under the Hood: How Linux Event Loops Actually Work
When a popular npm package turns malicious, the window between publication and detection is measured in hours, and the first
Continue readingDefending Against Supply Chain Attacks: An npm and PyPI Defense Playbook
What the borrow checker actually enforces, what Rust’s memory model promises, and which patterns — RefCell, Mutex, ownership restructuring — resolve the common contention points. … Continue readingThe Rust Borrow Checker Demystified: Aliasing, Memory Model, and When to Fight Back
Solve the dual-write problem with one extra table and SKIP LOCKED: a working Go implementation of the transactional outbox, plus the delivery-semantics gotchas that bite in production. … Continue readingThe Transactional Outbox Pattern: Reliable Events Without Distributed Transactions
Every go process you ship is quietly running a second program: the garbage collector. It shares your heap, pauses your
Continue readingGo Memory Management Under the Hood: Allocator, Stacks, Escape Analysis, and GC
Your service was up 99.95% of the time last month. Great number — until you realize that users filed complaints
Continue readingSLOs and Error Budgets in Practice: Building Reliability You Can Alert On
Every API that returns a list eventually has to answer the same question: how do you hand out a million
Watch a GPU while a large language model generates text and you’ll see something strange: for most of every forward
Continue readingSpeculative Decoding: Getting 2-3x More Out of Every GPU Pass
Most breaches involving secrets do not involve sophisticated attacks. They involve a credential that was committed to a git repository
Continue readingSecrets Management in Practice: From Hardcoded Credentials to Short-Lived Identity
Every slow query investigation eventually reaches the same moment: you run EXPLAIN ANALYZE, and the plan makes no sense. Postgres
Continue readingReading EXPLAIN ANALYZE: Why Postgres Ignores Your Index