The dominant scaling narrative in large language models has been straightforward: more parameters, more data, more compute. But there’s a
Continue readingLoopCoder-v2: Why Two Loops Beat Four in Test-Time Compute Scaling
Editor’s note, September 2026: PostgreSQL 19 is still in beta as of this update — Beta 3 shipped on August
Continue readingPostgreSQL 19 Beta 1: GROUP BY ALL, REPACK CONCURRENTLY, and What Else Is Coming
OpenTelemetry has had a remarkable 2026. What started as a project to unify traces, metrics, and logs has grown into
Editor’s note, September 2026: GLM-5.2 is no longer the newest model in the family — GLM-5.3 shipped in August 2026
Continue readingGLM-5.2: The New #1 Open-Weight LLM and Why IndexShare Matters
When one service in a distributed system starts failing, the cascade can bring down everything downstream. A slow database connection
Business rules have a nasty habit of multiplying. What starts as a simple if check grows into nested conditionals scattered
Continue readingThe Specification Pattern in Go: Composable Business Rules Without the Spaghetti
The attention mechanism is the backbone of every transformer model, but it carries a brutal cost: quadratic complexity with respect
Continue readingHow MiniMax Sparse Attention Achieves 28x Compute Reduction at 1M Context Length
The GitHub trending page this week is dominated by AI agent tooling, but tucked between the skills and plugins are
Editor’s note, September 2026: The DeltaDB beta promised below shipped — but as a separate product. In August, Zed introduced
Editor’s note (September 12, 2026): Every pattern below still holds. Action pins were refreshed to current majors — checkout v7,
Continue readingGitHub Actions: Practical CI/CD Patterns for Production Workflows