Full-stack developer • Applied AI for e-commerce
Topic guides
Field reports on AI agents, LLMs, MCP and useful automation for e-commerce teams.
Explore guideArchitecture, development and technical decisions for sustainable e-commerce operations.
Explore guideSearch, answer engines and practical ways to make e-commerce content durably discoverable.
Explore guideLatest publications first
People talk a lot about the best artificial intelligence model for coding. They talk far less about the environment in which that model is expected to work.
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TL;DR — Modern development rarely means building everything yourself. The work is to choose components, fit them together, check that they hold, and replace them when the need changes. AI makes experimentation faster, but it does not take on the judgment or re...
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TL;DR — A coding agent can turn a vague request into a coherent implementation in minutes. But coherence does not make it the right solution. Plan mode makes assumptions visible, checks constraints and helps choose a direction before those decisions become cod...
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"Learning to Code with AI" Series — Article 7/7 TL;DR
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"Learning to Code with AI" Series — Article 6/7 TL;DR
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Series "Learning to Code with AI" — Article 5/7 TL;DR
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"Learning to Code with AI" Series — Article 4/7 TL;DR
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Transparency: I work at Profileo, where Thomas Rayrat is the CEO. This connection does not alter the following observation: Contrib. deserves attention for what it brings to the debate, not for the company surrounding it. TL;DR
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In June 2025, I wrote an article contrasting two ways of developing with artificial intelligence. On one side, Vibe Coding: you formulate an intention, let the AI produce, test, correct, and move forward as long as the result seems to work. On the other, a mor...
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