Tag: ai-native
All the articles with the tag "ai-native".
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The Website Is Not the Product
AI crawlers are extracting content at 60,000 pages per visitor sent back. The website is becoming a fallback UI. The real distribution layer is structured, machine-readable context — and nobody is building for it yet.
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The Meta-Tool Pattern: Teaching Your Agent to Discover Its Own Tools
The MCP token tax has a fix. The solution isn't fewer tools — it's a smarter way to load them. Here's the pattern.
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The MCP Token Tax
MCP won the read path. The token tax is what happened next. And the write path still doesn't have an answer.
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Memories Fade. Skills Persist.
When an agent makes a mistake, you have two choices: write it down or encode it. One survives the next session. One doesn't.
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The Name Is the First Lesson
When you name a skill thesis-generator, you've already decided the user is a consumer not a practitioner. The name is the first design decision.
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The Person Is the Constant
Voice mode is not who you are — it's the context you're in. What breaks multi-mode agents is conflating identity with register.
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Your Agent Needs Six Voices, Not One
A single system prompt persona doesn't scale. When agents run at speed across contexts, voice consistency requires something more durable.
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Two AI interfaces. Same desktop. Completely different jobs.
Running two AI tools built on the same model — one for co-piloting, one for delegating. A non-developer's frame for splitting knowledge work by workflow mode.