Practical writing on AI, product, and durable systems.

A curated collection of 2025 lessons—not predictions—on agent commerce, AEO, and AI strategy to help you enter 2026 with sharper, actionable judgment.

The next web era is agent-to-agent. If your content can’t be read, trusted, and acted on by AI agents, you’re already invisible to a growing audience.

Customers will soon delegate buying decisions to AI agents. Businesses that can’t be parsed, compared, and transacted with by agents will lose sales.

ChatGPT, Claude, and AI agents now retrieve content directly from websites. Learn the structural changes that make your site agent-ready and discoverable.

Brand owners can’t see their brand clearly from inside. External perspective—from strategists, copywriters, and AI mirrors—is a competitive advantage.

Without new coordination tools, AI customer relationships belong to platforms—not you. Tokens and smart contracts let businesses own those connections.

Agencies can offer clients infrastructure for direct customer connections—replacing Big Tech intermediaries with first-party AI and wallet relationships.

Vibroscope is a privacy-first browser extension that uses on-device AI to detect sentiment and political bias in any webpage’s content in real time.

Support chatbots that only answer questions are obsolete. AI agents now complete workflows, make decisions, and carry trusted identities customers recognize.

Google’s NotebookLM turns existing articles into AI-generated podcasts—and soon, AI agents will network with other agents to match businesses automatically.

A billion AI agents will interact with brands on behalf of users. Reinforcing trust, values, and character now requires AI and blockchain-ready identity.

Crypto wallets turn loyalty programs from point-collection schemes into direct, portable customer relationships—with on-chain proof of engagement.