Use this for Hyperframes video composition work, including HTML-based scene authoring, preview/render workflows, CLI commands, agent-friendly composition updates, and GSAP-assisted animation inside Hyperframes projects.
Use when a Codex workspace needs BosskuAI routing, repo-local memory, skill selection, or quality gates without loading the full toolkit.
Use this for cloud/server/API/model cost control, token budgets, queue sizing, storage costs, vendor spend, and unit economics.
Use this for support SOPs, onboarding, ticket triage, customer success playbooks, retention, churn reduction, and feedback loops.
Use this for agent eval design, routing tests, retrieval tests, LLM quality cases, regression harnesses, scorecards, and continuous agent improvement.
Use this for Malaysia PDPA-aware privacy review, data minimization, consent, retention, user rights, vendor processors, and privacy-safe SaaS operations.
Use this for logs, metrics, tracing, alerts, SLOs, health checks, dashboards, incident detection, and production reliability instrumentation.
Use this for prompt injection, tool abuse, memory poisoning, untrusted document handling, agent permissions, and AI workspace security.