Latest posts.

Apr 5, 2026 · Essays

Beyond the Tool - The Third Paradigm Shift in AI Products

From one-off tasks to long-term tracking. AI is evolving from a tool into a partner

Mar 22, 2026 · Essays

The Machine Storm

What AI is actually doing to the world — and the only two ways to survive it

Feb 19, 2026 · Product

Trust, Control, and the Right Kind of Autonomy

Trust, Control, and the Right Kind of Autonomy - What Has to Be True Before AI Can Run High-Value Work

Feb 18, 2026 · Product

Plug the Graph Into the Computer

Plug the Graph Into the Computer - Why "Suggestions" Don’t Change Work, Execution Does

Feb 15, 2026 · Engineering

Engineering

Traces Are the New Context

Traces Are the New Context - Why Process Footprints Decide Whether AI Can Really Run the Work

Jan 29, 2026 · Product

Personal Context Graphs

Personal Context Graphs - The Missing “World Model” for High-Leverage Work

Jan 28, 2026 · Product

Beyond the Chatbox

Beyond the Chatbox - The AI Should Write the Prompt, Not You

Jan 27, 2026 · Essays

The Fragmentation Tax

The Fragmentation Tax - Why Modern Work Feels Busy, but Progress Feels Optional

Jan 26, 2026 · Essays

The AI-Native Era Is Here

The AI-Native Era Is Here — and Work Should Finally Feel Less Heavy

Nov 20, 2025 · Product

Why I'm Starting Meland Labs

Why I'm Starting Meland Labs - The genuine idea and starting point.