I'm a solo founder, so when I say I spent the last weeks deep inside the engine room, I mean every line of it. This wasn't a prompt tweak. I rebuilt the two systems that plan and write your books — the Story Threads Engine and the Chapters Engine — around one fundamental idea: Your story's facts now live as structured data, not just text. Until now, AI book generators (mine included) passed your story between generation steps as plain text — and every hand-off was a chance for details to mutate. A park named "Riverside" in chapter 1 became "Willow Park" by chapter 4. A character knew things she hadn't learned yet. A wound healed overnight. Timelines quietly ran backwards. What I rebuilt in the Story Threads Engine (the system that plans your outline and chapters): 🗓️ Story Calendar — every chapter now sits on a canonical story day. Time can't run backwards, injuries get realistic recovery time, and travel takes as long as travel takes. 🧠 Knowledge Map — the engine tracks WHO knows WHAT, and WHEN they learn it. A character can no longer react to a secret she hasn't discovered. Reveals land exactly in the chapter they were planned for. This is the machinery of real suspense — dramatic irony, gaslighting, slow-burn secrets — now enforced, not hoped for. ⛓️ Event Graph — the load-bearing plot events (the betrayal, the switch, the reveal) are stored with their dependencies. An event can't silently vanish from the book or happen before its setup. If the outline misses a key scene, the engine now KNOWS — and flags it. 🛡️ Code checks + AI repairs — the part I'm proudest of. Instead of asking AI to "please remember everything," fast deterministic code now scans every chapter plan against your story's canonical data — names, numbers, scheduled events, points of view. When it finds a violation, an AI editor surgically repairs that exact spot. Code detects, AI fixes. That inversion is the whole game. What I rebuilt in the Chapters Engine (everything around the actual prose — before AND after each chapter is written):