The real shift is system understanding. AI is becoming a second pair of eyes that can: 🔎 scan huge codebases 🧠 reason across files ⚠️ spot hidden risks 🛠️ suggest fixes 📈 improve security ...
It doesn't parse JSON responses or wire up HTTP integrations by hand. It needs clean integration, predictable schemas, and output that’s designed for AI. So we looked at what we already had. We’ve got ...