What We Prioritize
Long-lived questions first: tool selection, workflow design, installation and troubleshooting, resource navigation, concept explainers, and hands-on evaluations.
Editorial Standards
Editorial Principles and Tool Testing Methodology
This page is not decoration. It is part of the site's trust layer. We want readers to understand what we prioritize, how we test, how we disclose, and how we keep topic chains consistent over time.
What We Do Not Prioritize
We do not want to become a stream of shallow updates, a parameter dump, or a generic ranking site built only around attention spikes.
How We Verify
When something can be tested, we try to test it inside real tasks. When it cannot, we separate official sources, third-party references, and our own judgment.
How We Disclose
If sponsorship, affiliate links, or another potential conflict exists, we disclose that clearly on the relevant page. Commercial relationships do not automatically mean positive coverage.
How We Build Trust
- The About page explains site positioning, topic boundaries, and audience fit.
- This methodology page explains testing methods, content structure, and disclosure rules.
- High-intent pages keep gaining summaries, FAQs, update signals, and reading paths.
- Topic hubs, resource pages, and evergreen updates work together as a durable system instead of isolated posts.
How We Test Tools
- Define the job first: writing, research, automation, coding support, or team workflow execution.
- Record onboarding friction, important capabilities, output quality, control, and stability.
- Note the right audience, failure modes, limits, and alternatives whenever useful.
- For trend or opinion pages, clearly separate interpretation from factual information.
How We Structure Pages
- Titles should answer a question or define a clear topic.
- The opening should explain the conclusion, audience, use case, and next step.
- The body should include steps, comparisons, limits, summaries, or FAQs when useful.
- Pages that change over time should preserve update signals and room for iteration.
Return To Site Positioning
If you want to understand the site identity and topic boundaries first, the About page is the right companion to this one.
Continue Into The Blog Entry
Once the standards are clear, the blog entry page will take you into the Claude Code, workflow, and developer resource topic chains.
FAQ
How does Kunpeng AI test AI tools and workflows?
We prefer real tasks over feature lists. That includes writing, research, automation, coding support, and team workflow scenarios. Each page tries to explain setup, audience, strengths, weaknesses, and limits.
Why publish a dedicated editorial methodology page?
Because it shows how topics are chosen, how tools are tested, how disclosure works, and how content is structured, so readers can better judge whether this site is worth trusting over time.
Does Kunpeng AI accept commercial partnerships?
Yes, but we try to keep judgment independent. If sponsorship, affiliate links, or another conflict exists, we disclose that on the relevant page.