7 years 11 months of experience.
RAG can retrieve useful context, but it should not be the authority for arithmetic, date logic, or business-rule outcomes. This guide shows Java and React teams how to separate sourced...
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MCP provides a standard interface to external capabilities, while skills define the repeatable procedure for using them. This framework helps Java and React teams choose the right boundary for internal...
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Treat every package, Maven coordinate, npm module, and install command proposed by an AI coding assistant as untrusted input until registry, provenance, lockfile, and policy checks pass.
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A cross-cloud AI agent pilot should prove one workflow, not create a new platform. Use narrow contracts, local identity, failure testing, and clear decision criteria to determine whether the added...
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Screen recordings can reveal repetitive work, but raw video, audio, OCR, and UI metadata should remain restricted evidence. This blueprint shows how to promote sanitized captures into validated SOPs with...
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A practical permission model for connecting internal AI agents to repositories, inboxes, calendars, and documents without granting employee-level access.
Read MoreDiscover how AI tools like Claude Code, Claude Course AI Agent, and Claude Cowork can supercharge Java Spring, React, and TypeScript development, improve architecture, and speed up delivery.
Read MoreAI‑driven pair programming tools empower senior developers to code faster, write safer code, and focus on architecture.
Read More--- title: "The Rise of Generative AI in Web Development: Trends, Tools, and How to Stay Ahead" date: 2026-06-15 description: "Explore the latest trends in generative AI for web development,...
Read MoreDiscover the power of React for building dynamic web applications, focusing on its benefits for businesses and developers in Morocco. Learn practical tips and best practices from expert Mohamed CHAMI...
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