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📰 Dev.to · Mayne

3 articles · Updated every 3 hours · View all reads

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ThinkGraph Tutorial: How to Make Your LLM Actually Think Before Answering
Dev.to · Mayne 6d ago
ThinkGraph Tutorial: How to Make Your LLM Actually Think Before Answering
Hands-on tutorial for ThinkGraph: install, decompose complex prompts, self-consistency voting, web grounding with zero API keys, MCP server setup, and A/B testi
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38+ Cryptographic Algorithms in Pure Zig - Zero Dependencies, Zero Std Imports
Dev.to · Mayne 🔐 Cybersecurity ⚡ AI Lesson 6d ago
38+ Cryptographic Algorithms in Pure Zig - Zero Dependencies, Zero Std Imports
38+ pure Zig cryptographic algorithms - hash functions, symmetric/ asymmetric crypto, KDFs, and post-quantum schemes. Zero std imports, zero dependencies, zero
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ThinkGraph - Give Your LLM a 50% Accuracy Boost by Building a Fact Foundation First
Dev.to · Mayne 6d ago
ThinkGraph - Give Your LLM a 50% Accuracy Boost by Building a Fact Foundation First
Open-source skill that boosts LLM accuracy 50%+ on complex prompts by decomposing into atomic fact DAGs. Works with Claude Code, OpenCode, Cursor, Codex, Copilo
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