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📰 Dev.to · Ashu

4 articles · Updated every 3 hours · View all reads

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Daemon that "Dreams" about your codebase so your AI agents stop hallucinating and save tokens
Dev.to · Ashu 1mo ago
Daemon that "Dreams" about your codebase so your AI agents stop hallucinating and save tokens
The Problem If you use Claude Code, Cursor, or GitHub Copilot on a large codebase, you've probably...
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How I Used Rust and Reinforcement Learning to Slash LLM Token Usage by 40%
Dev.to · Ashu 2mo ago
How I Used Rust and Reinforcement Learning to Slash LLM Token Usage by 40%
Building AI agents that need to process massive amounts of code or text usually leads to one major...
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How We Cut Our AI API Bill by 78% (And Let Cursor See Our Entire Codebase)
Dev.to · Ashu 2mo ago
How We Cut Our AI API Bill by 78% (And Let Cursor See Our Entire Codebase)
The Problem Nobody Talks About When you ask Cursor to "fix the login bug in my app,"...
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Why Your AI Agent Framework Is Basically a Hashmap (And How I Fixed It With Rust Swarm Math)
Dev.to · Ashu 3mo ago
Why Your AI Agent Framework Is Basically a Hashmap (And How I Fixed It With Rust Swarm Math)
Most AI agent frameworks today — the ones you’ve seen all over your feed — have a fundamental...
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