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Hafizh al-banna

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#software testing Open access Sep 2026

C2Cognitive Core: Evidence-Bounded Persistent Cognition for AI Coding Agents

Persistent cognition changes the assurance requirements of AI coding agents because durable memories, lessons, reusable skills, structural observations, and derived knowledge can influence later engineering work after repository state, task context, or execution sessions have changed. C2Cognitive Core v1.0.0 presents a...

Hafizh al-banna · 0 citations
#software testing Open access Aug 2026

C2Cognitive Core: Evidence-Bounded Persistent Cognition for AI Coding Agents

Persistent cognition changes the assurance requirements of AI coding agents because durable memories, lessons, reusable skills, structural observations, and derived knowledge can influence later engineering work after repository state, task context, or execution sessions have changed. C2Cognitive Core v1.0.0 presents a...

Hafizh al-banna · 0 citations

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