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Journal

Technical articles on web development, programming, and technology.

AI EngineeringCost Optimization

How I Cut My AI Token Costs Without Switching Models

A breakdown of the architecture patterns, memory systems, and tooling I use to keep token consumption lean across multi-agent AI workflows. No model switching required.

AI EngineeringModel Evaluation

Thoughts on Kimi K2, OpenRouter, and Why Model Diversity Matters

I haven't used Kimi K2.5 myself, but I've done the research. Here's my honest take on Moonshot AI's cost play, when it makes sense, and why OpenRouter is the right way to test it.

AI EngineeringDeveloper Tools

OpenRouter: The API Router Every AI Developer Should Know About

A deep dive into OpenRouter, the unified API that gives you access to 200+ AI models through a single endpoint. How it works, what it costs, and when it makes sense over direct API access.

Product DiscoveryAI Platform

From Zero to Running CORE in Ten Minutes

Part 3 of the CORE Discovery series. A hands-on walkthrough covering local setup, Azure configuration, and running your first discovery session through all four phases.

Product DiscoveryAI Platform

Building an AI Coaching Platform That Runs Anywhere

Part 2 of the CORE Discovery series. A technical deep-dive into the provider abstraction pattern, AI agent architecture, and design decisions behind a portable full-stack AI application.

Product DiscoveryAI Platform

Why Product Discovery Is Broken (And What I Built to Fix It)

Part 1 of a three-part series introducing CORE Discovery, an AI-powered platform that coaches product teams through structured customer discovery.

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