Standard AI assistants are reactive and cause friction in the SDLC. PCM (Personal Cognitive Memory) introduces a "Long-Term Brain" for the GitLab Duo Agent platform. It evolves from an Infant (baseline observer) to a Child (pattern detector) and finally to an Adult (Proactive Lead Maintainer) that handles deep architectural research and CI/CD remediation with high integrity.
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