Since 2026, I’ve used AI for all coding in Freeplane and at work. The breakthrough was task files scoped to the next increment: enough research and design for one safe step, avoiding vibe coding and waterfall. The Spec Loop skill set: https://t.co/0lJWpKuICg
@sfnet_ops You hard work is appreciated. However trust in the platform is important. Please communicate your learnings and solutions as soon as possible. It is may be even more important than making it work again.