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Field notes from the work. Sovereign AI, agent grounding, compliance architecture, and the things we learned the hard way.

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February 23, 2025 | App Modernization

Tackling Technical Debt in Offline-First Field Team Apps

Key Takeaways Technical debt in offline-first apps drastically compounds data sync issues. Ignoring architectural flaws leads to data inconsistencies and potential data loss. Proactive debt management is crucial for field team app reliability and performance. Legacy web tool ‘wrappers’ often hide deep-seated logic problems. Robust data conflict resolution strategies are essential for mitigating debt-related risks. […]

The Logic of Living Assets. Practical AI architecture, sovereign infrastructure, and compliance platforms that hold up under audit.

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