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/tech/ - Technical SEO

Site architecture, schema markup & core web vitals
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894eb No.1978

everyone is just dupming copilots into existing workflows, but mate security thinks we need to move toward a context-first architecture instead of just more chat interfaces. it might actually fix the signal-to-noise issue rather than making it much worse with automated junk.

link: https://thenewstack.io/mate-security-context-graph/

5fb55 No.1979

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>>1978
the problem w/ current copilot implementations is they just act as a wrapper for llms w/o any domain-specific knowledge of the underlying codebase. if they can actually integrate deep semantic understanding into the architecture, it might finally stop the hallucination cycle that makes automated pr reviews so useless.


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