Who Uses the AI Starter Package?
From solo developers to enterprise teams — real workflows, specific capabilities, and honest use cases for every role.
Solo Developer
Ship 10x faster with persistent context.
Your AI remembers your codebase, patterns, and preferences across every session.
- Persistent memory across sessions — no re-explaining your stack
- 1,730+ skills covering React, TypeScript, Python, DevOps, and more
- Specialist agents for code review, error diagnosis, and PR writing
Startup Founder
Validate ideas in hours, not weeks.
Prototype apps, landing pages, and APIs with vibe coding — no technical co-founder needed.
- Build working prototypes from plain-English descriptions
- Ship landing pages, waitlists, and MVPs in an afternoon
- Stripe payments, auth, and APIs — all scaffolded and ready
Agency / Freelancer
Serve more clients with AI agents handling research, content creation, and code reviews.
Scale without hiring.
- AI-assisted research, copywriting, and content review
- Automated code review and QA for client deliverables
- Multi-project memory — context switches without losing state
Enterprise Team
Deploy AI across departments.
Marketing automation, legal document review, financial reporting — all from one system.
- Department-specific agent configurations (Marketing, Legal, Finance)
- Shared knowledge base — team learnings propagate automatically
- Audit trails, hooks, and safety gates for compliance-sensitive work
Educator / Course Creator
Build AI-powered learning tools.
Auto-generate quizzes, lesson plans, and interactive content.
- Generate quizzes, assessments, and lesson outlines from any topic
- Interactive course content with adaptive exercises
- Research pipeline: pull papers, summarize, create curriculum automatically
Content Creator
Research, write, edit, and publish with AI agents.
Social media, newsletters, blog posts — automated workflows.
- End-to-end content pipelines: research → draft → edit → schedule
- Brand voice and style guide baked into every output
- Repurpose one piece across newsletter, Twitter, LinkedIn, and blog
DevOps / SRE
Infrastructure monitoring, incident response, deployment automation.
AI agents watching your systems 24/7.
- Automated incident triage with root-cause analysis suggestions
- Deployment pipelines scripted and documented in natural language
- Security audit skills: SAST, container scanning, secrets detection
Data Analyst / Researcher
Scrape, analyze, and report — automatically.
RAG pipelines for knowledge management. Apify/SerpAPI integrations for data collection.
- Web scraping with Apify and SerpAPI — structured data on demand
- Analyze datasets with Claude, generate charts and written summaries
- RAG knowledge pipelines: ingest PDFs, docs, and databases for QA
Ready to get started?
One package. Every use case. Install in minutes with a single command.