📰 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...

Vector search has become load-bearing infrastructure in modern AI systems remarkably fast. A year or...

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...

Pattern Defined Precise Definition: Speculative Decoding is an optimization pattern where a...

In previous steps, we gave our system Eyes (Local Vision) and a Shield (The Redactor). But a list of...

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...

In the previous post, we identified three categories of pressure that expose architectural weaknesses...

From Stateless Prompts to Persistent Intelligence Where this fits: This article bridges two...

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....

At the beginning of this series, the problem seemed simple. There were a lot of rocks in the...

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...