AI-TUTORIALS

Explore how ralph-claude-code uses the circuit breaker pattern to prevent AI agents from entering infinite loops, managing API costs and ensuring task completion.

A comprehensive playbook for getting high-quality, reliable output from small-scale 7B models like Llama 3 and Mistral through structured systems design and context injection.

A deep dive into prompt injection vulnerabilities in Large Language Models, covering direct and indirect attacks, RAG poisoning, and production-ready defense strategies for modern AI applications.

A deep dive into the Moltbook security breach where 1.5 million API keys and agent data were exposed due to missing Row-Level Security in Supabase.

While prompt injection dominates AI security headlines, retrieval poisoning represents a more insidious threat to enterprise RAG. This guide explores how to identify and mitigate adversarial document injection in your LLM pipeline.

A comprehensive guide on transitioning from basic LLM interactions to autonomous agentic coding workflows using Claude 3.5 Sonnet, DeepSeek-V3, and specialized orchestration techniques.

An in-depth guide to vLLM's User API, exploring how PagedAttention solves GPU memory bottlenecks and how to implement high-throughput LLM inference for models like DeepSeek-V3 and Claude 3.5 Sonnet.

Learn how to overcome LLM amnesia by building a sophisticated long-term memory system using Python, LangChain, FAISS, and SQLite for persistent, personalized AI interactions.

A comprehensive guide to building resilient AI systems using a 6-layer defense strategy to eliminate LLM hallucinations in mission-critical applications.

Discover how Bifrost’s MCP Gateway and Code Mode revolutionize LLM orchestration by reducing token costs, enhancing determinism, and providing a production-grade infrastructure for Model Context Protocol (MCP) workflows.

Learn how to leverage Ollama's new Anthropic API compatibility to run Claude-specific code on local models while seamlessly scaling to cloud providers like n1n.ai.

The release of Moonshot AI's Kimi K2.5 marks a turning point in the AI economy, introducing 'Agent Swarms' that challenge the trillion-dollar dominance of US tech giants through open-source efficiency and radical cost reduction.