Infrastructure design, Cloudflare and cloud configuration, Kubernetes where justified, CI/CD, environment separation, deployment automation, backups, secrets, monitoring, and platform automation.
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Operations
Production discipline around data systems.
Operations are the disciplines that let OCO systems run, be tested, be remediated, and be promoted with controlled infrastructure, separated environments, written authorization, monitoring, and evidence of change.
OCO separates operational services because they are not the same job. DevOps builds and controls the production path. Infrastructure Security examines infrastructure, identity, endpoint, runtime, cloud, and access paths under written rules. Application Security examines the application and API behavior users actually touch. AI Security examines model, prompt, retrieval, tool, agent, and data boundaries. Each service has its own scope, flow, evidence model, and remediation path.
Authorized infrastructure security work across identity, endpoint, network, runtime, cloud, and access paths. The service is scoped around rules of engagement, safety, evidence, remediation ownership, and retest criteria.
Learn moreAuthorized application security work across web applications, APIs, authentication, sessions, roles, file handling, workflow state, access-control logic, injection surfaces, and business abuse cases.
Learn moreAuthorized AI security work across prompts, model boundaries, retrieval exposure, tools, agents, data leakage, unsafe output, guardrails, and human-review controls.
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