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: AI Agents
Agentic AI Explained: From Language Models to Autonomous Agents
A structured walkthrough of how LLMs evolve into agentic systems through tools, memory, planning, multi-agent architectures, and MCP integration.
4402 wordsRead articleReAct Explained: How AI Agents Combine Reasoning with Real-World Actions
Learn how the ReAct framework blends reasoning and tool use to power AI agents, and how it differs from Chain-of-Thought, RL, and reasoning models.
1180 wordsRead articleComparing Frontier AI Agents: Astra, Flash, Fable, and Mythos
A breakdown of how the latest GPT, Gemini, and Claude model releases perform on real agentic tasks like coding, browsing, and tool use, not just benchmarks.
2056 wordsRead article
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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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