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p/vibecoding
by
Sidra Arif
Came across the recent Claude Code leak from Anthropic, and what stood out wasn t the leak itself, but what it revealed about how these systems actually work.
A source map file accidentally exposed ~500k lines of TypeScript
Turns out Claude Code is basically a multi-step prompt orchestration system, not some mysterious black box
Includes things like:
layered prompt pipelines ( prompt sandwich )
fake tools to prevent model distillation
simple frustration detection (regex for rage prompts )
Even hints at future features like background agents and persistent memory systems
What s interesting is this: It kind of confirms that the real product layer in AI isn t just the model it s everything wrapped around it.
What s interesting is this:
It kind of confirms that the real product layer in AI isn t just the model it s everything wrapped around it.
Which raises a few questions:
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p/general
Ray Ren
I ve been thinking a lot about how AI agents are being monetized, and I m not convinced we ve landed on the right model yet. Most of them are still packaged like traditional SaaS: monthly subscriptions, seat-based plans, or usage tiers.
But agents don t really fit neatly into the software tool category.
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