Network requests fail. Timeouts happen. Retries are inevitable. If your API charges a customer’s credit card twice because a TCP
Continue readingBuild APIs That Survive Retries: Idempotency Keys in Go
Editor’s note, September 2026: Four months on, nothing here has aged out. Hypothesis is at 6.168.x on PyPI and still
Continue readingStop Guessing Edge Cases: Property-Based Testing in Go and Python
Editor’s note, September 2026: This piece was written in May 2026, shortly after Profiles entered Alpha. The status sweep as
OWASP has released the Top 10:2025 — the eighth edition of its flagship security awareness document — and the changes
Continue readingWhat the OWASP Top 10:2025 Changes Mean for Your Codebase
Most applications store data the same way: overwrite the current state and move on. A customer changes their address? Update
The first version of any RAG pipeline usually looks the same: embed a query, search a vector store, stuff the
Continue readingBeyond Naive RAG: 4 Advanced Patterns That Actually Work in Production
The first week of May 2026 has been one of the most eventful stretches in recent AI history. xAI quietly
Continue readingThe AI Landscape in Early May 2026: Grok 4.3, Kimi K2.6, and the Mythos Shake-Up
Every week, the GitHub community surfaces projects that reshape how developers think about building software. This week is no different
Continue reading5 Trending GitHub Repos You Should Know About — May 2026
Kubernetes 1.36, codenamed Haru (spring, clear skies), shipped on April 22, 2026. With 70 enhancements across the board — 18
Continue readingKubernetes 1.36 Haru: What’s New and Why It Matters for Your Cluster
Every engineering initiative starts with a plan. A Jira epic, a PRD, a kickoff meeting. But somewhere between the ticket
Continue readingThe Most Expensive Missing Ingredient in Tech: Sharing the Why