Articles and Telegram post archive
Useful materials
Articles, Telegram posts, and collections about AI engineering, international career growth, and tools.
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Telegram post
What happens to the market?
Code has become very cheap. Anyone can vibe-code an app for their own needs in an evening, as long as they have the motivation and $100 for Claude Code.
- #ai
- #dev_help
- #startup
Article
Normalizing a high level of ambition
One of the main steps everyone should take to set the right direction for their career and life.
- #ai
- #dev_help
- #startup
Telegram post
Memento is the base layer
You have probably been surprised when ChatGPT pulled out facts about you that you mentioned casually several sessions ago.
- #ai
- #dev_help
- #startup
Article
How to get into AI engineering
A practical route for developers: which skills to build, which projects to ship, and how to show value in interviews.
- #ai
- #career
- #dev_help
Article
How to keep AI slop under control
Small feedback loops, checks, and working habits that stop an agent from turning the codebase into a mess.
- #ai
- #code
- #quality
Article
Build products, not demos
Why AI tools are useful only when you can turn an idea into a product people actually use.
- #startup
- #product
- #ai
Telegram post
Why developers need a public trail
Materials, notes, and projects work as proof of thinking and help people understand how you can be useful.
- #career
- #writing
- #startup
Telegram post
What I learned after relocation
A few observations about work, daily life, money, and adaptation that are useful to know before moving.
- #travel
- #life
- #career