AI-TUTORIALS

Explore the internal architecture of Microsoft Foundry Agent endpoints, including immutable versioning, canary traffic splitting, multi-protocol integration, and enterprise publishing to Teams and Copilot.

An analysis of the most chaotic week in AI history, featuring the FTC inquiry, the $6 trillion infrastructure dilemma, and the release of Gemini 4 Argon.

Learn how to integrate Context7 MCP with Claude Code in under two minutes to eliminate outdated API errors, pull version-matched documentation dynamically, and optimize your AI software development workflow.

Learn how to conduct safe, objective, and non-destructive red-teaming for LLM apps, RAG pipelines, and AI agents using canary tokens mapped to the OWASP Top 10 2025.

Standard LLM coding benchmarks focus on syntax and pass tests, but real-world ML failure modes are logical and silent. We analyze a benchmark testing DeepSeek-R1, Claude 3.5 Sonnet, Gemini 3.7 Flash, and Grok on three critical ML pipeline flaws.

Discover why Retrieval-Augmented Generation (RAG) pipelines break in production despite working in demos, and learn technical solutions including hybrid search, evaluation sets, structural chunking, and confidence scoring.

AI agents don't 'go rogue' through complex fraud; they overspend due to boring, unhandled edge cases. Learn 6 failure modes and the technical controls to stop them.

AI coding tools like Claude Code, Cursor, and Copilot operate in isolated context silos, failing to honor user preferences 90% of the time. Learn how local shared memory over MCP solves context fragmentation without relying on lossy LLM summaries.

Learn how VIDRAFT's POCKET-Darwin-180B model uses graft quantization and SSD offloading in llama.cpp to run a top-ranking 180-billion-parameter MoE model on consumer laptops and mini PCs.

Anthropic and NVIDIA have unveiled a joint defense-in-depth framework for autonomous Claude agents by combining Claude Managed Agents with NVIDIA OpenShell. Learn how out-of-band credential vaulting and mathematical policy proofs solve the enterprise agent security dilemma.

Stop your AI agents from hallucinating tool calls. Learn how to use mcp-lint to audit your Model Context Protocol server design and ensure your tools are agent-ready.

Learn how to build, deploy, and benchmark an enterprise-grade, multi-cloud Retrieval-Augmented Generation (RAG) platform with multi-layer prompt injection defense, PII redaction, and strict governance across AWS and Azure.