AI Coding
Can AI Write Working Code?
AI can write working code, but reliability depends heavily on scope, context and testing. Here's what we learned using it on real projects.
Read experimentWorthy Trying Library
All Experiments
Browse the full Worthy Trying collection. Every article comes from a practical question, project result, failure, or lesson we believed deserved its own reader job.
AI Images & Design
Why AI Images Can Look Real and Still Be Wrong
Photorealism can make an AI image feel trustworthy even when structural or functional details are wrong. Realistic appearance is not factual verification.
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AI Images & Design
Can AI Design Advertising That Works in Multiple Sizes?
AI can adapt ad concepts across formats, but effective large-format design requires redesigning hierarchy and composition—not merely enlarging the original.
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AI Images & Design
Can AI Create Transparent Graphics for Real Design Work?
AI graphics become far more reusable when artwork, text and backgrounds are treated as separate assets instead of one flattened image.
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AI Images & Design
Can AI Generate a Matching Set of Images?
AI can create cohesive image sets when “matching” means style and theme. Exact physical-object consistency is a much harder requirement.
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AI Writing & SEO
Why Short AI Content Is Not Automatically Thin Content
A short page can be complete when the question is narrow. Thin content is better judged by insufficient value than by a low word count.
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AI Writing & SEO
Can AI Tell When an Article Is Finished?
AI can help decide when an article is finished by finding unanswered in-scope reader needs. Completion should follow usefulness, not a target word count.
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AI Writing & SEO
Can AI Be the Writer and the Editor?
AI can draft and edit the same article, but useful editing requires a different evaluation task—not merely telling the model to switch roles.
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AI Writing & SEO
Why Publishing More AI Articles Does Not Automatically Build a Better Website
AI makes publishing cheap, but raw article volume is not a strategy. Every additional page still needs distinct reader value and a reason to exist.
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AI Writing & SEO
Can AI Build an Internal Linking Strategy?
AI can discover semantic relationships between pages at scale. The strongest internal links follow reader journeys rather than keyword coincidence.
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AI Writing & SEO
Can AI Find Gaps in Competing Articles?
AI can spot omissions across competing pages, but a real content gap must improve the reader’s answer—not merely be different.
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AI Writing & SEO
Can AI Research Search Intent?
AI can analyze search intent extremely well when grounded in current search evidence. Here's why we don't ask it to imagine the search landscape.
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AI Writing & SEO
Can AI Tell Whether a Topic Deserves Its Own Article?
AI can generate endless article ideas. We use a stricter test to decide whether a topic actually deserves a separate page.
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AI Writing & SEO
Why AI Pads Articles—and How We Learned to Stop Asking for It
Asking AI to make an article longer can produce more words without more value. Here's how we learned to expand missing information instead.
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AI Writing & SEO
Can AI Decide How Long an Article Should Be?
Can AI determine the right article length? We found a better question: what does the reader still genuinely need?
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AI Workflows
What We Would Do Differently Starting a Large AI Project Today
After building complicated AI workflows, our biggest lesson is simple: start with one useful result and let recurring failures earn additional complexity.
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AI Workflows
Why AI Needs a Source of Truth on Large Projects
A concise source of truth helps AI distinguish current project decisions from old drafts, experiments and abandoned rules.
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Using AI
Should You Keep One Long AI Chat or Start a New One?
Long AI chats preserve useful context but can also accumulate obsolete decisions and noise. Here's when we keep the conversation and when we start fresh.
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