Agentic Search May Be the Bigger Opportunity Than GEO, but Measurement Comes First

Digital marketing involves a surprising amount of repetitive work. Before launching a campaign, you...

An AI-built Next.js waitlist form can look finished and still lose signups, let a script skip its...

Fire a prompt, check back in 20 minutes, and you've deferred the fix until it's expensive. Claude Code's own guide says course-correct early and often.

AI-powered shopping experiences are adding a new layer to product discovery. Rather than presenting a...

I rebuilt a real AWS cost-triage MCP server from 15 tools to 4. Same account, same question, 7 tool calls down to 2, schemas 88% smaller.

Long-running agents lose context, and so do you. Why every feature or fix I work on with an agent gets a ticket the agent keeps up to date.

1,929 Playwright MCP calls in a month and almost none were tests. How I use the browser as my agent's eyes, and why every PR now ships with screenshots.

201,473 tool calls across five agent harnesses, and 0.7% of them ran while I slept. What the spend, the interrupts and the 15-actions-per-turn leash say about staying in the loop.

MCP's 2026-07-28 revision removed sessions, the initialize handshake and held-open streams. What the handshake era cost, what replaced it, and why Appwrite's MCP server shipped it in a day.

MCP gives agents typed, discoverable tools, but the CLI remains reproducible and composable. Where each interface wins and why both will survive.