vLLM v0.23.0: Model Runner V2, Multi-Tier KV Offloading, and the Growing Rust Frontend
The vLLM v0.23.0 release landed last week with 408 commits from 200 contributors, and it packs several changes that directly
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LoopCoder-v2: Why Two Loops Beat Four in Test-Time Compute Scaling
The dominant scaling narrative in large language models has been straightforward: more parameters, more data, more compute. But there’s a
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PostgreSQL 19 Beta 1: GROUP BY ALL, REPACK CONCURRENTLY, and What Else Is Coming
PostgreSQL 19 Beta 1 landed on June 4, 2026, and it’s packed with features that directly change how you write
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OpenTelemetry in 2026: Profiles, Arrow Pipelines, and the Path to Unified Observability
OpenTelemetry has had a remarkable 2026. What started as a project to unify traces, metrics, and logs has grown into
GLM-5.2: The New #1 Open-Weight LLM and Why IndexShare Matters
The open-source LLM landscape just got a new heavyweight contender. Z.ai (Zhipu AI) released GLM-5.2, a 753B-parameter mixture-of-experts model that
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The Circuit Breaker Pattern in Go: Preventing Cascading Failures in Distributed Systems
When one service in a distributed system starts failing, the cascade can bring down everything downstream. A slow database connection
The Specification Pattern in Go: Composable Business Rules Without the Spaghetti
Business rules have a nasty habit of multiplying. What starts as a simple if check grows into nested conditionals scattered
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How MiniMax Sparse Attention Achieves 28x Compute Reduction at 1M Context Length
The attention mechanism is the backbone of every transformer model, but it carries a brutal cost: quadratic complexity with respect
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5 Trending GitHub Repos: Apple’s Container Runtime Hits 1.0, LLM Token Compression, and AI Skill Security
The GitHub trending page this week is dominated by AI agent tooling, but tucked between the skills and plugins are
What’s New in Developer Tools: Zed’s DeltaDB, Cursor 3.7, and Claude Code’s Sub-Agent Chains
The landscape of developer tools is shifting faster than ever. In just the past two weeks, we’ve seen major releases