Redol AI
AI SaaS PM PLG AI Agent Indie Project
AI Agent for Social Media Content Production
PLG Growth Believer
Market opportunities define products, product experience drives growth.
Read articles and resources in context. Choose the problem you are working on, then follow its reading guide.
Explore indie developer SEO, technical checks, topical authority, AI search visibility, growth case studies, and conversion decisions.
Explore the reading guide →Read about micro-agents, Claude Code internals, memory and retrieval, AI coding workflows, and operational costs and safety.
Explore the reading guide →Connect user research and product validation with AI startups, market reports, and enterprise adoption to evaluate real business value.
Explore the reading guide →Explore reusable workflows for writing, publishing, document export, Obsidian knowledge management, images, video, music, and presentations.
Explore the reading guide →Explore AI trust, sycophancy, cognitive burden, tool anxiety, technological alienation, and personal judgment in the AI era.
Explore the reading guide →Market opportunities define products, product experience drives growth.
Picked things I'm genuinely into.
AI Tools, PLG Growth, Vibe Coding, and Digital Marketing.
Projects I've built and currently working on, including cross-border e-commerce and AI SaaS products.
AI Agent for Social Media Content Production
3D + AI Agent SaaS for intelligent 3D asset production workflow, from mockup design to 3D configurators, animations, and scene rendering
AI-powered image editing SaaS platform, empowered 0-1 growth stage as PMF and SEM consultant
AI audio SaaS for musicians and music enthusiasts, developed as an indie project by a musician
Alt-style plush toy brand e-commerce, empowered 0-1 growth as digital marketing consultant with full SEO and brand strategy
Our real-time voice web tool had a 416 ms median LCP, yet the actual tool took 5.5 seconds to appear. Here is how we server-rendered the full workspace, moved service checks to the background, and cut tool appearance to 293 ms, with honest measurement caveats.
SEO case study: in three months, a zero-growth site grew 28-day impressions 10.8x (16,413 to 176,957) and weekly clicks 3.1x. Plan, execution, and takeaways.
A local-first workflow for managing MDX across several websites: use symbolic links to keep one source of truth, preview through the real site renderer, and keep Git and deployment within each project.
