Why so many AI agent projects fail without an FDE approach
AI agents are not one-off software deliveries. Forward Deployed Engineering connects discovery, adoption, measurement and continuous improvement.
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Understand before you build.
Clear definitions, explained architecture decisions and methods that can be applied directly to digital products.
ChatGPT Work or Codex: which should you use after the integration?
A clear comparison of Chat, ChatGPT Work and Codex covering use cases, local files, limits, security, Skills, plugins and automations.
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Astro or Next.js: which framework is better for SEO?
A practical Astro and Next.js comparison based on content, interactivity, performance, team skills and long-term maintenance.
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AI Act and GDPR: preparing an AI project in France
Practical guidance for framing data, roles, risks, transparency and human oversight before deploying an AI system in France.
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How to connect n8n to your CRM and automate sales workflows
A practical method for connecting n8n to a CRM, qualifying enquiries, creating follow-up tasks and keeping automation observable.
Read the guide2026 guide: understanding AI agents for SMEs
A practical definition, use cases, architecture and launch method for an AI agent that delivers value without losing control of data and actions.
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