https://lix-eg.com/#journal Field notes on AI-native software, operational AI, offline-first architecture, agent evaluation, and software modernization. en Wed, 29 Jul 2026 00:00:00 +0300 https://lix-eg.com/journal/ai-native-software/ https://lix-eg.com/journal/ai-native-software/ Wed, 29 Jul 2026 00:00:00 +0300 A practical engineering guide to operational AI, tool execution, policy controls, evaluation, and offline-first resilience. https://lix-eg.com/journal/offline-first-architecture/ https://lix-eg.com/journal/offline-first-architecture/ Fri, 24 Jul 2026 00:00:00 +0300 How local state, durable queues, synchronization, and conflict policy keep business operations available through unreliable connectivity. https://lix-eg.com/journal/evaluating-ai-agents/ https://lix-eg.com/journal/evaluating-ai-agents/ Sat, 18 Jul 2026 00:00:00 +0300 A practical scorecard for evaluating operational AI across correctness, policy, recovery, evidence, cost, and latency. https://lix-eg.com/journal/modernize-without-rewrite/ https://lix-eg.com/journal/modernize-without-rewrite/ Fri, 10 Jul 2026 00:00:00 +0300 A lower-risk path from legacy systems to resilient platforms and controlled AI capabilities.