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Source-backed issues on the AI agent infrastructure layer. Protocols, tools, dependencies, ecosystem shifts, and why they matter.

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A compact public-research issue stream for founders, researchers, operators, and buyers tracking the ecosystem.

What you'll get

Evidence before opinion.

  • one sharp issue at a time, not an everything-bagel AI digest
  • coverage of protocols, infra products, funding moves, and dependency shifts
  • claims tied back to source material wherever possible
  • reads short enough to scan, dense enough to be useful

Sample Issues

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Issue

$2,500/month AI budget burned through 62M Opus tokens

An operator spent $2,500 in one month testing 62 million Claude Opus tokens. The results revealed where AI spending breaks down — and what actually matters when you're paying by the token.

May 24, 20265 min read

Issue

The double-edged sword of AI in the gig economy

Integrating AI tools into your work can yield significant rewards, but it often comes with unexpected risks and challenges. Two contrasting stories reveal the nuanced reality of this landscape.

May 22, 20265 min read

Issue

AI Income Strategies: Real Success Stories from Everyday Users

With the skepticism around AI's promises of passive income, two individuals are breaking through the noise, revealing how AI can genuinely transform income streams for those willing to adapt and innovate.

May 21, 20265 min read