📰 Dev.to · Ken W Alger

Pattern Defined Precise Definition: Agent Tool-Calling is an inference pattern where the model is...

Pattern Defined Precise Definition: Hybrid Retrieval is an inference pattern that combines semantic...

We’ve spent the last few weeks teaching an AI to read 19th-century cursive and build a social graph....

Or: how I learned a machine might introduce us before my website ever does. Every few years, the...

When I first introduced the Sovereign Systems Specification and released the initial foundation of...

In our previous series, we built the Sovereign Vault to verify truth in existing records. But as we...

Pattern Defined Precise Definition: Context Compression is an inference pattern that...

We are currently building AI-native applications inside a linguistic and architectural vacuum. Over...

This is a submission for the Hermes Agent Challenge: Build With Hermes Agent What I...

A completely serious architectural argument for why your AI logging pipeline should smell like...

Part 3 of 5 in the series: When Your AI Pipeline Grows Up In the previous post, we worked through...

For years, we have treated LLMs as a rented brain. We have poured our debugging sessions, research...

In the last post, we gave our forensic system "Eyes" using local Multimodal Vision. We successfully...

We’ve built a system that is Reliable, Affordable, and Governed. But until now, our Forensic Team has...

Why your tech stack doesn’t matter when building multi-agent systems. Learn the three architectural principles that determine reliability: state, context, and c

There’s a familiar arc in AI development. A team builds a model, wires up a pipeline, and ships it....

Autonomous agents are a liability for high-stakes enterprise decisions. Learn how to build 'The Guardian'—a stateful Human-in-the-Loop (HITL) checkpoint that re

Over the past several weeks, I’ve been spending a lot of time thinking about systems. Some of that...

By now, the Backyard Quarry system has grown beyond its original intent. We started with a pile of...

Stop overpaying for AI reasoning. Learn how to build 'The Accountant'—a semantic router that uses local SLMs to classify task complexity and slash inference cos

By this point, the Backyard Quarry has a schema, a capture process, and a growing collection of...

This post looks at what it actually takes to turn physical objects into usable data.

In the first post of this series we set the stage for the Backyard Quarry project. Once you decide...

Stop building monolithic agents. Learn how to architect a specialized 'Forensic Team' using a Python Supervisor and a TypeScript MCP Server. A masterclass in mu