log. — Writing on cybersecurity, AI, the inclusive web, and engineering leadership

Personal notes on cybersecurity, AI, the inclusive web, and engineering leadership. No fixed schedule. I write when there is actually something worth sharing.

• 2026.06.04

  AI Made Software Estimation Harder, Not Easier

  Two studies, the same tool, opposite results: +55.8% faster in one case, -19% in the other. The variance is the signal the industry keeps ignoring, and the reason software estimation models are broken in the LLM era.

  AI Development8 min
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• 2026.05.14

  MFA is not enough: what your customers still don't know

  MFA solves a real problem, but it leaves open the space where modern attacks operate: authenticated sessions, hijacked tokens, and anomalous behaviour.

  Cybersecurity8 min
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• 2023.09.14

  5 tips for building a more inclusive website

  Accessibility on the web is not an extra: it is the foundation that lets the Internet truly be universal.

  Inclusive Web8 min
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• 2022.08.19

  From IPS to the European Innovation Academy stage

  As a final-year Computer Engineering student at IPS, I joined EIA in Cascais and our team PROCO was awarded a top 10 spot.

  Recognition3 min
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