The Dark Factory: a 24/7 Production Line for Code
Autonomous systems don't need a human on the floor to stay productive — they just need a fixed sequence of stages and a way to move work between them. Carol's dispatch engine is a dark factory: an autonomous timer wakes up every day and pulls approved jobs from the queue, feeding each one down a production line where Sage writes the spec, Archon designs it, Forge builds it, and Argus and Albus inspect it — with Merlin coordinating each step. Many jobs flow down the line at once; no human hands the work from stage to stage. The whole factory runs 24/7, building software continuously, with nobody on the floor.
A 24/7 production line can burn money as fast as it builds code, so Elrond runs the factory to a strict monthly budget, broken into daily chunks. When more work is approved than a single day can afford, he ranks the entire backlog by a weighted priority score: how severe the issue is, how urgent, how long it's been waiting, how many other jobs are blocked behind it, and how much roadmap value it carries. The highest-ranked jobs fill the day's budget first; the rest roll to tomorrow. Being approved gets your work into the backlog; your rank and the available budget decide when the line actually builds you.
Even a perfectly sequenced factory needs a circuit-breaker for fires. Not all work waits its turn: a critical incident — flagged by a watcher like Hermione, or explicitly marked an incident — jumps to the top tier and sorts above every ordinary job, no matter how high their scores. The line is continuous, but it always has room to drop everything and ship the emergency first. That's how a 24/7 factory stays trustworthy: routine work flows steadily, but real fires cut straight to the front.
Predictability builds trust; optimistic guesses destroy it. Before a job enters the dispatch line, Leo's sizing droid reads the request, breaks it into a handful of steps, and estimates the time and cost. But here's the key: that ETA is not the best-case, it's padded by how much similar jobs have actually overrun before — honest fudge-factor built in from real history. An estimate you can keep is worth far more than a precise minute you can't.
Autonomous pipelines are powerful, but they're not the only path. Beside the main dispatch line runs Orion's bypass lane, out of band — the operator's track for direct edits and urgent work that shouldn't wait in the queue-and-budget system. Bypass jobs never enter Elrond's planner; they ship on their own schedule and are recorded right next to the autonomous work, so nothing is hidden. One factory, two tracks: the steady automated line for routine work, and the operator's fast lane for exceptions.
