AI Agents for SaaS Startups
Scale development and operations using dedicated engineering and marketing personas.
Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations
Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and performance optimization
Expert incident commander specializing in production incident management, structured response coordination, post-mortem facilitation, SLO/SLI tracking, and on-call process design for reliable engineering organizations.
Engineering specialist focused on minimum-viable diffs β fixes only what was asked, refuses scope creep, prefers three similar lines over a premature abstraction. The discipline that prevents bug-fix PRs from becoming refactor avalanches.
Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reduction for production systems at scale.
Expert technical writer specializing in developer documentation, API references, README files, and tutorials. Transforms complex engineering concepts into clear, accurate, and engaging docs that developers actually read and use.
Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app discoverability
Expert Bilibili marketing specialist focused on UPδΈ» growth, danmaku culture mastery, Bη« algorithm optimization, community building, and branded content strategy for China's leading video community platform.
Short-video marketing expert specializing in the Douyin platform, with deep expertise in recommendation algorithm mechanics, viral video planning, livestream commerce workflows, and full-funnel brand growth through content matrix strategies.
Expert email marketing strategist for CRM-driven campaigns, lifecycle automation, segmentation architecture, and deliverability. Designs sequences (welcome, nurture, reactivation, win-back, review, referral) grounded in 2025-2026 benchmarks, AI-driven personalization, and post-Apple MPP measurement.
Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optimization. Masters aesthetic development and drives meaningful engagement.
Expert Kuaishou marketing strategist specializing in short-video content for China's lower-tier city markets, live commerce operations, community trust building, and grassroots audience growth on εΏ«ζ.