Engineering notes
Articles for people who
ship the stack
Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: Machine Learning
Agency vs. Autonomy: Untangling Two Core Ideas in Agentic AI
Learn how to distinguish an AI agent's ability to act (agency) from its independence in acting (autonomy) using a simple mental model and examples.
1142 wordsRead articleUnderstanding AI Agents: Goals, Tools, Memory, and the Agent Loop
A beginner-friendly breakdown of how AI agents differ from chatbots, covering core components, the decision loop, autonomy levels, and real-world use cases.
3419 wordsRead articleUnderstanding AI Memory: Context, Embeddings, RAG, and Model Weights Explained
This article breaks down how AI systems actually remember information, covering context windows, embeddings, vector databases, RAG, and model parameters.
2965 wordsRead article
FAQ
About these articles
Yes. Each piece is an original English rewrite prepared for this site. Structure and code examples follow the source material; prose is rewritten and checked for overlap before export.
Technical posts ship in English first so code and API names stay exact. The site chrome (navigation, SEO shells) is available in all nine languages.
New drafts land in the publish queue as they pass editorial checks. Running the site import picks up only new or changed slugs — nothing is duplicated.
Treat samples as illustrative. Validate against your stack and licences before production use. For delivery work, contact us with the brief.
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