Thoughts
Notes on work, tools and approaches.
Why River Beats n8n, Zapier, and Make on Reliability and Cost at Scale
$20 a month instead of $600. Tens of thousands of jobs per hour without falling over. How a code-first queue like River outperforms visual automation where it actually breaks.
Notion as a Team Hub: Integrations That Don't Exist Out of the Box
Smart digests, AI-powered meeting notes, calendar sync — everything Notion can't do natively, but you can build via its API.
AI Tools in 2026: Which One to Pick
A breakdown of 8 tools — Claude, ChatGPT, Manus, Gemini, Perplexity and others — distilled for marketers, automators, and engineers.
A Guide to Automating Your Business
A step-by-step breakdown: how to identify processes worth automating, pick the right tools, and avoid over-engineering.
Manus — How I Use AI to Build Presentations
A practical case study of using an AI agent to prepare client presentations in 10 minutes.
Claude Opus in Daily Work: A Practitioner's View
How an AI assistant helps with brainstorming, code review, and writing documentation.
Sketch vs Figma for Prototypes — When to Use What
A comparison of the two tools for rapid prototyping, through the lens of PM work.
AI Agents for Working with Data
RAG systems, parsers, analytical pipelines — how I build tools for teams.
Team and Time Management for Delivering Projects
The processes that let me deliver 5+ projects in parallel without losing quality.