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Productize · Blog

Written from real work,
not a pitch

Notes from real work and from working with AI agents, across product, SaaS, and growth, all the way to building my own products and a quant investing system from zero.

AI · Agent-Ready

Make Your Site Agent-Ready: I Did 8, Refused 3

I ran my site through isitagentready. Do the real checks, refuse the ones that advertise capabilities you do not have. The missing checkmarks are deliberate.

~7 min · Jun 19, 2026
AI · Crawler Control

Let Claude cite you, block the trainers

Blocking every AI bot feels safe, but it also shuts the door that lets people find you through AI. How to allow them one at a time on Cloudflare.

~7 min read · Jun 18, 2026
AI Agents · Tool Cost

50 MCP servers, six calls

A tool you connect but never call taxes the context window every turn. How to audit and prune.

~5 min read · Jun 18, 2026
AI · TOOLING

Evaluating Claude Code plugins

ponytail and headroom trended together. The test for whether to install.

~5 min read · Jun 17, 2026
AI Agents · Cost

You Can Still Run Agents on a Subscription (For Now)

Anthropic announced a billing split then paused it. Right now agents still run on the plan, but the door may close.

~8 min read · Jun 16, 2026
AI · Visibility

Your Site Is Live. But Who Can See It?

Live does not mean found. 5 steps a one-person business can do in an afternoon so both Google and AI see your site.

~6 min read · Jun 16, 2026
AI · Autonomy / Delegation

Not Every Action Needs a Human

Human in the loop is treated like a light switch. Here's the third option: tier the loop, and decide who decides per action.

~8 min · 15 Jun 2026
AI · Knowledge

Systematize turning speech into a second brain you can trust

Doing it by hand works for one clip, but dozens need a system. Here is the four-stage pipeline that makes the evidence gate run on its own.

~8 min · 14 Jun 2026
AI · Speech-to-text

Transcribe on your own machine, faster than Whisper

A batch of Thai lecture audio would not finish transcribing all day, until I learned the slow part was the model architecture, not the hardware. Here is the transducer fix.

~9 min read · 14 Jun 2026
AI · Discord

Bring your AI into Discord, without handing over the keys

Connect AI to Discord so you can chat from anywhere, with a gate that controls who can command the bot, and keeps a chat message from becoming a command.

~11 min · 14 Jun 2026
AI · Knowledge

Turn speech into trustworthy notes, without letting AI make things up

Summarize meetings or lectures into knowledge notes while keeping AI from adding things no one said, then store them so they stay findable.

~10 min · 14 Jun 2026
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