@Centercode

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centercode.com/
Joined November 2008
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Our ebook "How to Drive Tester Feedback" is your new GPS for gathering actionable feedback from your testers in no time! Learn how to set clear tester expectations, create engaging activities, and maintain regular communication with your beta testers. bit.ly/3nMn2Pu
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Ten monsters stalk beta programs. Which ones are in yours? Take the quiz and find out which one to hunt first→ hubs.la/Q04BPLlN0
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When was the last time beta results changed a launch plan? If the answer is “never,” it might not be the data. It could be how the data reaches the meeting.
Black-and-white editorial cartoon of a resigned tech worker carrying a laptop past an office sign reading “DAYS SINCE BETA RESULTS CHANGED A LAUNCH PLAN,” with a flip counter showing 1042.

ALT Black-and-white editorial cartoon of a resigned tech worker carrying a laptop past an office sign reading “DAYS SINCE BETA RESULTS CHANGED A LAUNCH PLAN,” with a flip counter showing 1042.

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Here’s how to get it there→ hubs.la/Q04Bt5g-0

Go/No-Go Decisions: Let Beta Data Make the Call | Centercode

Show leadership what beta findings mean for risk, customer satisfaction, and revenue before the go/no-go call.

centercode.com
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10,000 beta testers sounds great until you’re reading all the feedback. We'd rather spend the night in a haunted house, thanks. 👻 Start with a smaller group that matches your audience and actually participates. Link in the first reply.
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Before you recruit another thousand testers, give this a read→ hubs.la/Q04zQWlR0

TestFlight's 10,000-Tester Limit: Why You Don't Need It

TestFlight caps external testers at 10,000. Here's why you'll almost never need that many, and what to do instead.

centercode.com
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The best feedback from a user test often comes from behavior nobody put on the task list. It shows up because someone is using the product the way they would if they'd bought it themselves. That's what you get from testers who need the product to work as much as you do.
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Curiosity is the trait that pushes someone beyond the task list. It's one of eight worth looking for→ hubs.la/Q04yn14F0

What are the characteristics of a great beta tester?

Great beta testers share many of the same commonalities, making them a very valuable part of the product development process. Here is an infographic explaining some of the desirable traits to look...

centercode.com
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Even a basic test plan, run in real homes with real people, will get you plenty of issues, ideas, and praise. But collecting feedback isn't typically the hardest part. Knowing which of those issues and ideas will cost you customers is. That's where Centercode scores.
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Every test ends with a pile of issues, ideas, and praise and a release date that doesn't care. This is the side of the Centercode platform that brings order to the chaos→ hubs.la/Q04xMSLw0

Customer Feedback Management Software | Centercode

Collect, score, and prioritize customer feedback automatically. Centercode's feedback management software turns user testing input into ranked product action.

centercode.com
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Your smart home product is never the only thing in the house, and the house keeps changing. You can't test against a device that hasn't shipped yet. But you CAN ask a few hundred people in your Centercode community to add something new to their setup and tell you what broke.
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Interoperability is one of three things that break smart home products in real homes. The other two are in the full post→ hubs.la/Q04x5yD30

Building a Foundation for Smarter Home Automation

Three testing challenges every smart home maker faces and how real-world user testing tackles them.

centercode.com
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Your smart home product is never the only thing in the house. It shares space with two other hubs, an undocumented dimmer switch, and signal-eating walls. With Centercode, profile candidates at signup and recruit participants whose houses look like your market.
Concentric signal rings radiate from smart home devices (like a ceiling smoke alarm, a wall thermostat, a smart display, lights, and a faucet) in an open-plan kitchen and living room, colliding and overlapping each other across the space.

ALT Concentric signal rings radiate from smart home devices (like a ceiling smoke alarm, a wall thermostat, a smart display, lights, and a faucet) in an open-plan kitchen and living room, colliding and overlapping each other across the space.

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The full Smart Home use case sheet, including the testing scenarios we see often→ hubs.la/Q04wCZng0
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That's a wrap on the San Francisco Micro Summit. Thanks to everyone who joined us at the Autodesk Gallery yesterday. Boston is next, September 23. Registration is open: hubs.la/Q04tKLWC0
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Down to the last session here in SF. Luke Freiler is up to close on where product is headed in the AI era. A lot of notes taken during Pavan Kumar, Brad Day and Rob Bridgman's sessions earlier. Thanks to everyone that joined us and to the Autodesk Gallery team for hosting!
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We're headed to Boston on September 23 for another Product AI Micro Summit! Limited to 40 attendees, register now: hubs.la/Q04tG59Y0

Product AI Group

A peer community of product people working through what AI changes about how we build, ship, and validate. Regional Summits, workshops, the annual Summit, and the invite-only Brain Trust. Hosted by...

summit.centercode.com
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Tomorrow at the Autodesk Gallery: Pavan Kumar of Google Labs on world models and agents, plus Luke Freiler, Brad Day, and Rob Bridgman on what AI changes about building product. Optional tour at 12:30, doors at 1. Bring your Autodesk check-in code.
Product AI Summit Micro Summit in San Francisco tomorrow, Wednesday, August 19, 2026, featuring guest speaker Pavan Kumar, Product Lead at Google Labs, hosted by Centercode.

ALT Product AI Summit Micro Summit in San Francisco tomorrow, Wednesday, August 19, 2026, featuring guest speaker Pavan Kumar, Product Lead at Google Labs, hosted by Centercode.

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There are still a few spots open for tomorrow afternoon: hubs.la/Q04ttDbg0 Worth registering tonight rather than in the morning, since the Gallery needs your name in advance for building check-in.

San Francisco Micro Summit | Product AI Group

Half a day with Bay Area product people comparing real notes on shipping with AI.

summit.centercode.com
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One week out. Product AI Micro Summit, Autodesk Gallery, San Francisco, next Wednesday. Sessions from Pavan Kumar of Google Labs, Luke Freiler, Brad Day, and Robert Bridgman on how AI is changing product work. Half day + dinner. Free to attend. Join us→ hubs.ly/Q04sSfYb0
Product AI Summit Micro Summit in San Francisco on Wednesday, August 19, 2026, hosted by Centercode, one week to go.

ALT Product AI Summit Micro Summit in San Francisco on Wednesday, August 19, 2026, hosted by Centercode, one week to go.

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One packed house at our HQ. Hosting AI Tinkerers OC in July was a blast, and Luke Freiler's UserVolley demo just made their global newsletter. We'll keep the doors open. 😁 hubs.la/Q04sc5jG0
About 40 people sit in rows of white folding chairs in Centercode's office with a teal accent wall, facing a speaker standing beside a wall-mounted screen showing an event check-in page.

ALT About 40 people sit in rows of white folding chairs in Centercode's office with a teal accent wall, facing a speaker standing beside a wall-mounted screen showing an event check-in page.

The UserVolley title slide fills a wall-mounted screen with the logo and the tagline "Real users. AI scale." while Luke Freiler presents from a podium beside it.

ALT The UserVolley title slide fills a wall-mounted screen with the logo and the tagline "Real users. AI scale." while Luke Freiler presents from a podium beside it.

Luke Freiler stands in front of a teal wall talking to a seated audience, next to a screen reading "Four forces are compounding: team compression, role collapse, AI-driven engineering."

ALT Luke Freiler stands in front of a teal wall talking to a seated audience, next to a screen reading "Four forces are compounding: team compression, role collapse, AI-driven engineering."

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Speaking of good rooms: we're hosting one in San Francisco on August 12, a capped half-day with Bay Area product folks and dinner after.→ hubs.ly/Q04scbBF0

San Francisco Micro Summit | Product AI Group

Half a day with Bay Area product people comparing real notes on shipping with AI.

summit.centercode.com
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