| ai-engineer | Claude API, RAG, chatbots, LLM features, prompt engineering | Building AI-powered features or integrating LLMs |
| backend-architect | Supabase schemas, Edge Functions, RLS, API design, multi-tenant | Database design, API architecture, backend systems |
| data-engineer | Analytics pipelines, aggregation, reporting, dashboard backends | Data processing, reporting infrastructure, analytics |
| devops-automator | CI/CD, GitHub Actions, EAS Build, Vercel, environments | Deployment pipelines, infrastructure automation |
| frontend-developer | React Native (Expo), Next.js, NativeWind, navigation, state, mobile deployment, app store submission | Building UI components, screens, client-side logic, and mobile builds |
| incident-response-commander | Outage response, post-mortems, SLOs, reliability | Production incidents, reliability engineering |
| optimization-architect | AI cost governance, circuit breakers, token budgets | Reducing API costs, performance optimization |
| rapid-prototyper | Fast MVPs, proof of concepts, quick demos | Validating ideas quickly, building throwaway prototypes |
| security-engineer | Vulnerability audits, RLS review, auth hardening, OWASP | Security reviews, hardening, penetration testing |
| senior-developer | Code quality, refactoring, complex features, architecture | Production code, reviews, complex implementations |
| technical-writer | API docs, READMEs, tutorials, runbooks | Documentation of any kind |
| threat-detection-engineer | SIEM rules, Sigma, ATT&CK mapping, alert tuning | Detection engineering, threat hunting, SOC work |
| offensive-security-engineer | Red team, pentest, adversary emulation, attack path analysis | Validating vulnerabilities offensively, proving exploitability |
| threat-intel-analyst | APT profiling, CTI, indicator management, threat landscape | Understanding the threat landscape, actor profiling, intel production |
| forensics-investigator | Evidence collection, memory/disk/log analysis, timeline reconstruction | Post-breach investigation, evidence preservation, root cause analysis |
| cloud-security-architect | AWS/Azure/GCP posture, IAM, CIS benchmarks, IaC security | Cloud infrastructure security assessments |
| compliance-auditor | SOC 2, GDPR, HIPAA, PCI-DSS, gap assessment, evidence collection | Compliance audits, certification readiness, regulatory requirements |
