AI Tech Stack
The tools, models, and infrastructure behind production AI. How to choose a stack that ships, scales, and won't lock you in.
10 articles
Articles
The 98.4% Rule: Why Production AI is Mostly Infrastructure
Why 98.4% of production AI is infrastructure, not intelligence. Learn how Microsoft's Agent Harness and CodeAct are redefining the AI systems engineering stack.
Why Agent Logs Lie: Securing AI with eBPF Monitoring
Traditional API logs fail to capture autonomous agent escapes. Learn why kernel-level observability and eBPF-based enforcement are the new standards for AI safety.
The Inference Economy: Why Anthropic is Trading NVIDIA for AMD Scale
Anthropic's 2GW AMD bet and $10.9B revenue signal a shift in AI. Learn why inference efficiency and hardware diversification are the new keys to AI profitability.
The End of AI Hallucination in Engineering
Discover why deterministic loops are essential for AI in engineering. Learn how Siemens and NVIDIA use physics-based referees to eliminate AI hallucinations.
MCP: The Universal Connector for Your AI Data
Discover how Model Context Protocol (MCP) lets you connect all your business data to AI seamlessly. Connect once, use anywhere, and save valuable development time.
The AI Blind Spot: Why Your Agents Run on Outdated Context
Discover why AI agents suffer from context drift and how to build a data management layer that keeps your automation accurate and relevant in mid-2026.
Is AI Development Velocity Outrunning Your Operational Discipline?
Anthropic's code leak highlights a critical risk: when AI velocity outpaces operational discipline, security gaps emerge. Learn how to scale guardrails with AI.
The Web is Broken for AI: Why Human Design Fails
The web was built for humans, and that's exactly why your AI agents are failing. Learn why current architecture is a bottleneck and how to adapt for automation.
The Mech Suit Metaphor: Why Your LLM Needs Scaffolding
Stop treating LLMs like magic wands. Learn why Agent Scaffolding is the secret to turning generic AI models into high-performing business tools.
Vibe Coding: When AI Trust Replaces Manual Correction
Explore the shift from manual AI oversight to vibe coding. Learn how developers are moving from granular editing to high-level orchestration.