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The New Pi AI HAT and What It Can Really Do

AI Infrastructure

Oct 10, 2026

The New Pi AI HAT and What It Can Really Do

The Raspberry Pi AI HAT+ 2 puts a 40-TOPS NPU and 8GB of RAM on a Pi 5. Here is what it can run, where it hits the wall, and which tools make it worth the money.

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Multi-Model Routing: The Highest-ROI Pattern in Your Agentic Stack

AI Infrastructure

Sep 6, 2026

Multi-Model Routing: The Highest-ROI Pattern in Your Agentic Stack

Learn how routing across multiple LLM providers cuts costs 40-85% while maintaining quality, with concrete patterns for static rules, classifiers, embeddings, and hybrid approaches.

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Agent Guardrails Architecture: Building Safety Into Multi-Step Workflows

AI Infrastructure

Sep 5, 2026

Agent Guardrails Architecture: Building Safety Into Multi-Step Workflows

A practical guide to designing three-layer guardrails, confidence-based escalation, and human-in-the-loop checkpoints for AI agents that actually work in production.

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Context Rot: The Silent Killer of Long-Running AI Agents

LLM Engineering

Sep 3, 2026

Context Rot: The Silent Killer of Long-Running AI Agents

Context rot degrades your agent's output long before the context window fills. Here's why it happens, how to measure it, and what actually works to stop it.

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Work smarter with AI — not harder with hype.

The New Pi AI HAT and What It Can Really Do

Multi-Model Routing: The Highest-ROI Pattern in Your Agentic Stack

Agent Guardrails Architecture: Building Safety Into Multi-Step Workflows

Context Rot: The Silent Killer of Long-Running AI Agents

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Weekly notes for teams designing with AI instead of around it.