Notes on AI-assisted engineering, reliable architecture, and the decisions behind KageFlow.https://louistran.ca/en-cahttps://louistran.ca/blogs/ai-acceleration-with-accountability/https://louistran.ca/blogs/ai-acceleration-with-accountability/How AI shifts engineering effort upstream—from coding toward discovery, architecture, adaptive autonomy, and human review.Engineering practicehttps://louistran.ca/blogs/realtime-voice-is-a-systems-problem/https://louistran.ca/blogs/realtime-voice-is-a-systems-problem/Latency matters, but orchestration boundaries, correction handling, verification, and controlled tool execution decide whether a voice product is dependable.EngineeringKageFlowAI-assisted developmenthttps://louistran.ca/blogs/health-checks-are-product-features/https://louistran.ca/blogs/health-checks-are-product-features/Why liveness, readiness, immutable releases, and rollback directly shape the reliability users experience.EngineeringKageFlowAI-assisted development