ArchGen's answer

ArchGen focuses on turning plain-text system descriptions into clean, professional architecture diagrams that are meant to be edited and refined, not treated as final AI output.

Unlike many diagram tools that start from boxes and arrows, ArchGen starts from intent and structure, then helps users quickly iterate toward a diagram they actually agree with.

Handler's answer:

Handler is built specifically for app marketers who want to find what is already working on TikTok. Instead of guessing content ideas, Handler helps teams discover outlier TikToks, understand winning patterns, and decide what to test next.

ArchGen's answer

ArchGen is a good fit when you care more about clarity and speed than perfect formal notation.

Compared to diagram-as-code tools like Mermaid or PlantUML, it reduces the upfront syntax and layout work. Compared to traditional visual editors, it avoids manual box-by-box drawing.

The goal is not to replace architectural thinking, but to get closer to a usable diagram faster.

Handler's answer:

Handler is focused on TikTok research for app growth, not generic social media management. It helps marketers move faster from “what should we post?” to clear creative direction based on real winning TikToks.

ArchGen's answer

ArchGen is built for software engineers, architects, and technical leads who regularly need to explain system design in documents, specs, or discussions.

It is especially useful for people who already know what they want to communicate, but don’t want to spend too much time manually drawing diagrams.

Handler's answer:

Handler is made for app founders, growth marketers, mobile app teams, indie app builders, and agencies that use TikTok to grow consumer apps.

ArchGen's answer

ArchGen started from a common frustration: most architecture diagrams are either time-consuming to draw or hard to keep aligned with how you actually think about a system.

The idea was to use AI as a starting point for structure and layout, while keeping humans fully in control of the final result through editing and refinement.

Handler's answer:

Handler was created because app teams spend too much time manually scrolling TikTok trying to understand what content works. We built it to make TikTok research faster, clearer, and more repeatable for app marketers.

ArchGen's answer

ArchGen is built as a modern web application, combining large language models for text understanding with a custom diagram rendering and editing layer.

The focus is on producing structured, editable outputs rather than static images.

Handler's answer:

Handler uses AI analysis, TikTok content research, video metadata extraction, creative pattern detection, and a web-based dashboard to help app marketers find and understand winning TikToks.

ArchGen's answer

ArchGen is currently used by individual developers and small teams exploring faster ways to create and iterate on architecture diagrams.

The product is still early, and feedback from early users plays a big role in shaping its direction.

Handler's answer:

Handler is currently early, so we are not publishing customer names yet. The product is built for app founders, consumer app teams, growth marketers, and agencies working on TikTok-based app growth.