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📰 Dev.to · Ashu

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Daemon that "Dreams" about your codebase so your AI agents stop hallucinating and save tokens

Dev.to · Ashu 2mo 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...

How I Used Rust and Reinforcement Learning to Slash LLM Token Usage by 40%

Dev.to · Ashu 🧠 Large Language Models ⚡ AI Lesson 3mo 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...

How We Cut Our AI API Bill by 78% (And Let Cursor See Our Entire Codebase)

Dev.to · Ashu 💻 AI-Assisted Coding ⚡ AI Lesson 3mo 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,"...

Why Your AI Agent Framework Is Basically a Hashmap (And How I Fixed It With Rust Swarm Math)

Dev.to · Ashu 🤖 AI Agents & Automation ⚡ AI Lesson 4mo 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...