
Challenges in Scaling Telegram Bots
Learn how to effectively scale your Telegram bots while optimizing performance and user satisfaction, ensuring cost-effective infrastructure solutions.
Exploring systems thinking, practical solutions, and building antifragile approaches.

Learn how to effectively scale your Telegram bots while optimizing performance and user satisfaction, ensuring cost-effective infrastructure solutions.

Understand how to optimize RAG systems for better processing. Learn to navigate trade-offs between speed and accuracy for smart automation choices.

Discover how contextual retrieval enhances RAG systems, improving decision-making efficiency and client satisfaction through optimized data relationships.

Reflection on self-hosting, automation, and the moment when infrastructure appears before actual need

I bought marketing and sales courses "just in case." Then realized: preparation is the most elegant way to do nothing. What I changed.

Payback = Time to automate / Savings per use. Three situations when it makes sense: high frequency, substantial savings, critical operations. Calculate before starting.