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MLX vs llama.cpp on Apple Silicon: Which Runtime to Use for Local LLM Inference
MLX delivers 20-87% faster generation on Apple Silicon for models under 14B parameters. llama.cpp wins for cross-platform use and long contexts.
Microsoft's BitNet: How 1-Bit LLMs Could Make GPU Farms Obsolete
Synthetic Data Is Eating AI Training
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OpenRAG: The Open-Source RAG Platform Challenging Pinecone
OpenRAG combines Langflow, OpenSearch, and Docling into a single deployable RAG platform. Here's how it compares to managed services like Pinecone.
Returning to Rails in 2026: Why Developers Are Abandoning React Complexity
Ruby on Rails is surging in 2026 as JavaScript fatigue drives senior engineers back to batteries-included frameworks. Here's what's changed and what hasn't.
Static-Site Social Networks: Building AI-Spam-Resistant Communities
Static-site social networks use read-only file serving and federated protocols to make AI spam economically unviable. Here's how the indie web fights back.
Swarm AI for Prediction Markets: Collective Intelligence Gets an Algorithm
MiroFish uses swarm intelligence to simulate thousands of AI agents forecasting outcomes. What it actually does—and what the benchmarks don't yet show.
Cursor vs Windsurf vs GitHub Copilot: Real-World Benchmark on a 50k-Line Codebase
Beyond synthetic benchmarks — Cursor, Windsurf, and GitHub Copilot tested on production refactor tasks. Which tool earns its subscription?
DuckDB Is Embarrassing Snowflake on a $999 MacBook
DuckDB runs production analytics 5-10x faster than Snowflake at a fraction of the cost—no cloud required. Here's what the benchmarks and real migrations reveal.
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