Posted inAI
Beyond Linear Chains: Building Production-Ready AI Agents with LangGraph
Ditch the spaghetti code. Learn how to use LangGraph to build resilient, stateful AI agents with built-in error handling and human-in-the-loop checkpoints.
Posted inAI
How to Convert LLM Models to GGUF Format with llama.cpp Quantization
Running large language models locally requires shrinking their file size without destroying quality. This guide walks through the full llama.cpp pipeline: downloading a Hugging Face model, converting it to GGUF format, and quantizing it to Q4_K_M or other levels to fit consumer hardware.
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High-Performance LLM Inference: Scaling vLLM and Docker for Production
Boost your AI performance with vLLM and Docker. Learn to use PagedAttention, Tensor Parallelism, and quantization to scale LLMs for hundreds of concurrent users.
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Configuring Claude Code: A Guide to the settings.json File
Optimize your Claude Code CLI experience by mastering the settings.json file. Learn how to automate command approvals, switch models to save costs, and set custom project instructions.
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Build a Local Voice Assistant with Whisper and Ollama: Fully Offline Speech Recognition and LLM Response
A practical guide to building a fully offline voice assistant using Whisper for speech recognition and Ollama for local LLM responses — no cloud APIs, no latency overhead, complete privacy. Based on six months of production experience with measurable performance data.
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Scaling Your Workflow: Using Sub-agents in Claude Code for Heavy-Duty Dev Tasks
Is your AI getting confused by large projects? Learn how to use Claude Code's sub-agents to delegate tasks, prevent context saturation, and speed up your development workflow.
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Automating Technical Debt Reduction: Integrating Claude Code into CI/CD Pipelines
Slash code review times by 50%. This guide shows you how to bring Claude Code into your CI/CD pipeline for automated, context-aware PR audits.
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Building Autonomous Python Agents with the Claude SDK
Transform your AI from a passive chatbot into an active agent. This guide shows you how to use the Claude SDK to handle tool calling, state management, and complex Python workflows.
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Stop Switching Tabs: Mastering Claude Code Slash Commands
Learn how to use Claude Code's slash commands like /bug, /edit, and /review to automate your development workflow and reduce manual coding tasks.
Posted inAI
Supercharge Claude Code: A Guide to Building Custom MCP Skills
Extend Claude Code's capabilities by building custom MCP skills. This guide shows you how to connect Claude to your internal tools and APIs with practical, production-ready patterns.