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3 posts tagged “Developer Tools”

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LLMToken OptimizationDeveloper Tools

Stop Wasting 80% of Your LLM Tokens: The Caveman + Graphify Framework

A three-step framework — compressed prompting, knowledge graph indexing, and project-specific shorthand — that cuts token usage by 80-90% without sacrificing technical accuracy.

6 min
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Code ReviewVS CodeAI Tools

AI-Powered Code Review at Scale: Building a Multi-Provider VS Code Extension

How I built a bring-your-own-AI code review VS Code extension that found 12 critical security issues in my own codebase — including SQL injection risks I'd missed for months.

5 min
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LLMAI Architecture

ModelRouter: Intelligent Multi-LLM Routing to Stop Burning Claude Pro Tokens

How I built a local proxy that classifies prompts and routes them to the right model — Gemma for trivial tasks, Gemini for features, Codex for debugging, Claude only for hard architecture problems.

5 min