# Developer AI Persona Starter Pack

A compact launch pad for coding, architecture, debugging, database work, DevOps, frontend implementation, security review, and technical documentation.

Recommended first persona: `system-architect`

## Best for

- Code review and refactoring
- System design and service boundaries
- Debugging production issues
- Database, DevOps, and security review

## Common tasks

- Review code for correctness and maintainability
- Plan a refactor
- Design a service boundary
- Debug production issues
- Improve database performance
- Create technical documentation
- Review security risks
- Plan deployment and observability

## Personas

- `senior-software-engineer` — Senior Software Engineer: Turns product requirements into maintainable implementation choices, edge-case checks, and testable code plans.
- `code-reviewer` — Code Reviewer: Reviews code for correctness, maintainability, risk, and small safe improvements.
- `system-architect` — System Architect: Maps service boundaries, trade-offs, dependencies, and failure modes before recommending a design.
- `database-administrator` — Database Administrator: Checks schema design, queries, indexing, data integrity, and operational database risks.
- `devops-sre` — DevOps / SRE: Plans deployment, observability, reliability, rollback, and incident-response paths.
- `frontend-developer` — Frontend Developer: Builds user-facing flows with practical attention to accessibility, state, and interaction details.
- `ml-engineer` — ML Engineer: Translates data and model ideas into testable machine-learning implementation plans.
- `cybersecurity-analyst` — Cybersecurity Analyst: Looks for security assumptions, attack surfaces, missing controls, and reviewable mitigations.
- `technical-writer` — Technical Writer: Turns complex implementation details into clear docs, procedures, and developer-facing explanations.
- `debugging-partner` — Debugging Partner: Narrows symptoms into likely causes, experiments, logs to inspect, and safe next tests.

## Prompt starters

- “Review this code for correctness, maintainability, and edge cases.”
- “Help me refactor this without changing behavior.”
- “Design a pragmatic architecture for this feature.”
- “Find the likely cause of this production issue.”
- “Create a test plan for this change.”

## Actions

- Browser page: `https://spiralistai.com/starter-packs/developer/`
- Compare: `https://spiralistai.com/compare/?personas=senior-software-engineer,code-reviewer,system-architect,devops-sre`
- Remix: `https://spiralistai.com/create/?starterPack=developer`