The Software Product Management Blog

Grab a front-row seat to the world of software product management, where I share everything from industry insights to personal anecdotes, aiming to enlighten, educate, and empower those passionate about crafting cutting-edge software products.

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Opus 5 Made Claude Code Chatty. Three Changes Reined It In.

Every new Claude Code model shows up with a different posture. Opus 5's is talkative. Here's the tone section and the one-line hook I use to get the answer at the top.

I Spent Months Tuning My AI Config. Last Week I Deleted Most of It.

Anthropic cut 80% of the Claude Code system prompt. I audited my own setup expecting bloat and found something worse — instructions that contradicted each other, with nothing to tell me.

Drunk on Tokens: The Real Cost of Replacing Employees With AI

I'm on the $200/month AI plan and burned through $2,160 in tokens. That gap is a subsidy — and companies are betting their headcount on it.

AI Makes You 10x Faster. But 10x Times Zero Is Still Zero.

The Cal AI breach wasn't a sophisticated attack. It was a Firebase backend with no auth. When AI multiplies what you already are, expertise isn't optional — it's the whole point.

I Built a Workaround for Claude's Memory Problem. Then I Retired It.

How a Claude Code plugin called claude-mem eliminated my context window workaround by giving every session persistent memory across projects.

Measuring AI Token Consumption Is the New Lines of Code

When companies reward token consumption as a proxy for performance, they're repeating the same mistake we've made with every productivity metric before it.

Hey Siri, Accept This Privacy Policy at 65 MPH

Apple's CarPlay blocks music until you accept a privacy policy — while you're driving. A basic UX failure from the company that wrote the Human Interface Guidelines.

My Claude Code Setup: Global Configuration for Software Development

How I've configured Claude Code with custom instructions and domain-specific guidelines to maximize productivity across Python, Swift, and GitLab projects.

Talking to Your Documents: A Hands-On Guide to Retrieval-Augmented Generation (RAG)

Learn how to turn your internal documents into a searchable memory using Retrieval-Augmented Generation (RAG), with a real-world example using WWDC transcripts and local language models.

How Insurance Red Tape Turned My Migraine Relief Into a Nightmare

A real-world story of broken healthcare customer experience, insurance friction, and the human cost of policy changes.