Gewerkton’s Two-Day Relaunch Offers A Look At AI Agents In Design
AIThis post was created with the assistance of artificial intelligence (AI).
Disclosure: Gewerkton is built by our publisher — we build it ourselves and write down what we learn.

🔍 Read the full analysis: Gewerkton’s Two-Day Relaunch Offers A Look At AI Agents In Design on ThorstenMeyerAI.com

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TL;DR

Gewerkton says AI coding agents implemented a redesign across its web and phone apps, Studio, icons and multilingual website on Oct. 2-3, 2026. The company’s publisher reports that people approved plans and releases, caught visual problems automated checks missed, and authorized paid film reruns.

Gewerkton, a construction-site documentation tool, says it relaunched its web app, iPhone and Android app, Studio, icons and website in a new design called HORIZON on Oct. 2-3, 2026, as detailed in the original analysis. The company says AI coding agents carried out the implementation from written plans, while founder Thorsten Meyer approved the plans, reviewed results and released each part.

The company’s account says the redesign moved 281 hard-coded web-app color values into design tokens, restyled 47 cards and retained 11 deliberate exceptions. It also brought phone app version 0.5.0 into the new visual style, updated the Studio in light and dark modes, and replaced all 26 icons. The website’s 529 pages were updated across 40 languages. Gewerkton reports that 1,583 files were uploaded without an error.

The site also received 228 AI-generated film runs for five regions, of which 222 had a regional version, along with eight help videos. The company qualifies the description of the project as a two-day relaunch: an interim design draft existed on Sept. 26, so the two days describe execution from an approved plan through the live site, not the full design process.

Meyer approved a plan that listed open decisions, options and recommendations. Agents worked on a separate code branch, and each part awaited his release before being merged or delivered. Films showing the apps were held until he had reviewed the new interface on Oct. 3; paid film reruns also needed explicit approval. Apple’s developer agreement required a human action before the iPhone build could proceed. Gewerkton says the agents could not accept it on Meyer’s behalf.

At a glance
reportWhen: Relaunch took place Oct. 2-3, 2026; the…
The developmentGewerkton has described a two-day redesign in which AI coding agents implemented changes across its products and website under human review.
Gewerkton’s Two-Day Relaunch Offers a Look at AI Agents in Design

Field report · AI agents in design · Oct. 2–3, 2026

Gewerkton’s Two-Day Relaunch Offers a Look at AI Agents in Design

A first-party account of a broad product redesign: coding agents implemented changes from written plans, while founder Thorsten Meyer reviewed decisions, caught visual defects and approved releases.

“

The two days cover the execution, from the approved plan to the live website.

Gewerkton publisher’s account
40Website languages
26Icons replaced
529Pages updated
281Color values tokenized
2,158Studio tests passed
1,583Files uploaded without error

01 / Scope of the relaunch

One design system, many surfaces

The HORIZON refresh reached product interfaces, brand assets, localized content and promotional media. The company says implementation followed an approved plan.

Product

Web & phone apps

The web app, iPhone app and Android app moved into the new visual style. Phone app version 0.5.0 was part of the relaunch.

Design system

Studio & icons

Studio was updated in light and dark modes. All 26 icons were replaced; 47 cards were restyled, with 11 deliberate color exceptions retained.

Reach

Website & media

Website content was updated across 529 pages and 40 languages. The rollout also included eight help videos and regional promotional films.

Scope check: Gewerkton says an interim design draft existed on Sept. 26. The “two days” describe execution from approved plan to live site, not the entire design process.

02 / How the work moved

Agents implemented; a person released

The described workflow puts approvals and accountability with the founder while agents handle implementation tasks across products.

01

Plan

Meyer approved a written plan listing open decisions, options and recommendations.

02

Implement

Agents worked on a separate code branch across the apps, Studio and website.

03

Inspect

Visual review found defects that automated checks had not caught.

04

Release

Each part awaited human release before merging or delivery. Paid film reruns also required approval.

Decision or taskReported ownerWhat the account says
Plan and recommendationsThorsten MeyerReviewed and approved before implementation.
Code changesAI coding agentsImplemented from written plans on a separate branch.
Visual review and releaseThorsten MeyerReviewed results and released each part.
iPhone build agreementHuman action requiredApple’s developer agreement had to be accepted by Meyer; agents could not accept it for him.

03 / What review found

Passing checks did not finish the job

The company’s account illustrates why visual inspection matters alongside automated tests, especially across themes, languages and media.

Interface · dark mode

Icons covered nearby labels

The first icon design put white tiles behind icons. Meyer spotted that they obscured nearby labels in dark mode; no test had flagged the issue.

Media · color correction

Automatic masks missed red

Film recoloring left red visible in shadows and warm backlight. Nine regional runs were later reshot with approval and passed visual review.

Accessibility · contrast

A palette adjustment

The original cobalt measured below Gewerkton’s stated working contrast target against the light background, so the color was darkened before release.

Original cobalt4.38:1
Adjusted cobalt4.80:1

4.5:1 was the project’s working standard under WCAG 2.1 AA.

Test coverage · reported counts

Strong results, with an open web suite

Phone app tests passed 853 of 853; Studio passed 2,158 of 2,158. The web app suite still had eight failures across seven files.

Gewerkton says six files fail the same way on the main branch; one order-dependent failure passes when run alone. The company says the redesign neither caused nor fixed them.

200 views

The web app was reviewed in English, German, Japanese and Hindi at widths of 390, 834 and 1,440 pixels, across light and dark modes. The website also received browser checks across three widths and five regions.

04 / What remains uncertain

Useful evidence, limited conclusions

This is a documented deployment from the company that builds the product. It is not an independent performance study.

Evidence boundary

No outside audit

The figures are Gewerkton’s own records. They do not independently establish product quality in everyday use or results for other teams.

Cost & time

Full effort is unclear

The account reports about $134 for film work but does not provide a full cost basis, a human-only comparison or reviewer labor hours saved.

Follow-up

Android fixes pending

A Pixel 10a test found five major issues, including a German cancel label wrapping. All were scheduled for version 0.5.1; shipment is unconfirmed.

Did agents make the design decisions?

According to the company, agents implemented changes from plans. Meyer approved the plan, reviewed results and released each part, including paid film reruns.

What would strengthen the account?

Follow-up details on reviewer time, full costs, version 0.5.1 status and later regional film fixes would help clarify the project’s outcomes.

Human Review Shaped the Relaunch

The account offers a specific example of how AI agents can contribute to a product redesign without acting as unsupervised decision-makers. Agents handled implementation tasks across several products, but planning, release approval and paid work remained under human control. The distinction matters to teams weighing whether agent-based coding can speed delivery while keeping responsibility and review with staff.

The reported problems also show why passing automated tests is not the same as a finished visual product. A first icon design put white tiles behind icons that covered nearby labels in dark mode. Meyer spotted the issue by inspecting the interface; no test had flagged it. A second review of promotional films found recoloring errors that the automatic mask missed, including red visible in shadows and warm backlight. The company says it corrected these cases after visual checks.

These details come from Gewerkton’s publisher, which disclosed that it builds the product itself. They provide a first-party account of the workflow, not an independently audited comparison of agent performance, costs or time saved. The project is relevant as a documented deployment, but it does not establish that the same approach or results will apply across other software teams.

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From Draft to Live Release

Gewerkton is built in Iffeldorf, Bavaria, by Thorsten Meyer, who says he directs coding agents from OpenAI’s Codex and Anthropic’s Claude. The company describes the tool as software for construction-site documentation. Its relaunch touched the web app, phone apps, Studio, website content and promotional media, making the work broader than a single interface refresh.

The design plan set 4.5:1 contrast as Gewerkton’s working standard under WCAG 2.1 AA. The original cobalt color measured 4.38:1 against the light background, according to the account, so it was darkened to 4.80:1 rather than released as initially specified. The project also included checks across languages, screen widths and light and dark modes: the web app was reviewed in 200 views, in English, German, Japanese and Hindi, at widths of 390, 834 and 1,440 pixels.

Testing was extensive but not uniformly clean. Gewerkton reports that the phone app passed 853 of 853 tests and Studio passed 2,158 of 2,158. The website passed seven test suites and browser checks across three widths and five regions. The web app’s suite still had eight failing tests in seven files. The company says six files fail the same way on the main branch and one failure depends on test order and passes when run alone; it says the redesign neither caused nor fixed those failures.

“The cobalt in the original palette reached a contrast of 4.38:1 against the light background, short of the 4.5:1 that Gewerkton uses as its working standard under WCAG 2.1 AA.”

— Thorsten Meyer, Gewerkton founder, in the publisher’s account

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Costs and Performance Still Unclear

The available account does not provide an independent assessment of the work, a comparison with a human-only redesign, or a clear estimate of labor hours saved. It reports about $134 in actual costs for the films, but the source material ends before explaining the full cost basis or whether that figure includes all production and review work. The reported total should not be treated as the cost of the entire relaunch.

It is also unclear how much time Meyer and other reviewers spent preparing plans, checking outputs and correcting issues. The account gives counts for tests, files and film runs, but those figures are Gewerkton’s own records. They do not establish the quality of the product in everyday use or whether the updated apps have reached all users and app-store regions.

The company says an Android test on a Pixel 10a found five major issues, none considered blockers, including German button text breaking across lines. All five were scheduled for version 0.5.1. The source does not confirm whether that release has shipped or whether subsequent user reports have led to further changes.

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Android Fixes and Film Checks

Gewerkton said the five major findings from the Pixel 10a test were scheduled for phone app version 0.5.1. The company’s account does not give a release date, so the timing and status of that update remain unconfirmed. The German cancel label wrapping onto two lines is one example of the interface issue the planned update is meant to address.

The account also says nine regional film runs with leftover red were later reshot with Meyer’s approval and passed visual review. The company reports that all reworked films were viewed at 10, 50 and 90 percent of their duration, while the middle frame of each of 157 mirrored films was inspected. Further updates would clarify whether the remaining regional cuts have been revised and whether the company intends to publish cost or performance measures beyond the project figures.

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Key Questions

What did Gewerkton relaunch?

Gewerkton says it updated the web app, iPhone and Android app, Studio, all 26 icons and its website in 40 languages under the HORIZON design. It also produced regional promotional films and help videos.

Did AI agents make the design decisions?

According to the company, agents implemented changes from written plans. Thorsten Meyer approved the plan, reviewed results and released each part; he also approved paid film reruns and handled an Apple agreement that blocked the iPhone build.

What problems were found during the redesign?

A white background on the first icon set obscured labels in dark mode, and automatic film recoloring missed red in some shadows and warm lighting. An Android test also found buttons whose larger text and padding caused words to break across lines.

How much did the relaunch cost?

The source reports about $134 in actual costs for the films, but does not set out a full cost basis or establish that this amount covers the whole relaunch. It also does not report labor costs or time saved.

Source: ThorstenMeyerAI.com

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