5 min read
Faster Systems, Slower Confidence
AI systems are now moving faster than our ability to reason about them. The advantage belongs to teams that build earlier, validate tighter and close the loop faster.
Thoughts on product development, AI-native workflows and lessons from building real systems.
AI systems are now moving faster than our ability to reason about them. The advantage belongs to teams that build earlier, validate tighter and close the loop faster.
Most people use Claude Code like a fast typist. `/insights` shows you the patterns you're too busy to notice and gives you a guide to fix them.
More context doesn't mean better output. Here's how to actually use the 1M window without ruining your work.
A practical approach to working with Claude Code: keep the main thread clean, use /btw for questions, steer early and reset when context goes stale.
Opus 4.6 will handle long context better. What that means for daily Claude Code sessions.