Tag: ai-native
All the articles with the tag "ai-native".
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What Is a Tool — The API Call Your Agent Makes on Your Behalf
Tools are the atomic capabilities that let an agent interact with the world — read a file, send a message, query a CRM. APIs have existed for decades. What changed is who decides which one to call.
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What Is an Agent Harness — The Infrastructure That Makes Agents Actually Work
The industry talks about models. Which one is smartest. Which benchmark score is highest. That conversation misses the point. The model is the brain. Without a body, a brain sits in a jar.
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What Is an Agent — And What Isn't
Everyone calls everything an agent now. Chatbots, copilots, workflows, RPA scripts — all rebranded overnight. This post draws the line.
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Creation Collapsed. Distribution Is the New Bottleneck.
The cost of creating content dropped to near-zero. The real constraint is now getting knowledge to the right people — and the right agents — in the right format.
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Builder Is an Operating Mode, Not a Job Title
The tech industry is debating who counts as a builder. That's the wrong question. Builder is an orientation you adopt, not a credential you earn.
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From Failure Mode to Skill Chain
When an agent leaked a Slack channel ID by bypassing the scrub-and-publish skill, the fix wasn't a memory — it was wiring three skills together so the chain self-enforces.
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Your Agent's Behavior Is Code — Start Versioning It
AI agent behavior committed to a repo travels with the codebase — reviewable, diffable, available to every contributor on first checkout. Treating skills as code artifacts converts ad hoc agent use into an institutionalized team process.
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The Skill Is the Teacher
We've been naming AI skills like tools. That's the wrong frame — and it's quietly limiting how much value teams get from them.