Phase 9 · Production
Serve it, give it a UI, deploy it and run it for real: tenants, reliability, cost and monitoring.
- Day 77: Serving LLM Apps with FastAPIThe Orbit maintainers want Atlas inside their own dashboard and chat bots, not in a Gradio tab.36 min
- Day 78: Async Jobs & Long-Running WorkOn Monday morning the Orbit maintainers ask Atlas for a triage report on every open issue: labels, likely duplicates, and which ones need a human.34 min
- Day 79: Chat UIs & Streaming TransportsYour R2 demo from Day 34 called the model straight from the Gradio process: the API key sat in the UI, with no auth, quotas or traces, and users stared at a…34 min
- Day 80: Generative UITyped Components from Tool CallsAtlas's investigator ends with a sentence like "Possible duplicates: #143, #150 and #145 (similarity high, medium, low)".40 min
- Day 81: Voice & Realtime AgentsAn Orbit maintainer is on call and driving.38 min
- Day 82: Containerize & Deploy with CI/CD"Works on my machine" now means four processes, two services and an API key.39 min
- Day 83: Auth, Multi-Tenancy & Usage QuotasAtlas is opening to companies that run Orbit.41 min
- Day 84: ReliabilityBackoff, Fallbacks & LLM GatewaysAt 14:02 the provider starts returning 503s for the model Atlas uses.45 min
- Day 85: Caching & Cost Optimization at ScaleAfter launch, Atlas answers about 4,000 questions a day across tenants.44 min
- Day 86: Monitoring, Online Evals & Feedback LoopsTwo weeks after launch, Orbit 3.2.1 shipped rewritten pages for configuration, workers and memory troubleshooting, and a botched re-index dropped all three…49 min
- Day 87: Shipping Changes SafelyPrompt ask v4 ("be concise, cite at most 2 docs") passed the offline gate and shipped to every user at once.43 min
- Day 88: Operating AI SystemsIncidents, Runbooks & MigrationsAt 02:10 an alert fires: "online pass rate −15 pts (n=180)".54 min
- Day 89: Capstone R5, Part 1CapstoneIntegrate & HardenYou now own twelve good parts that have never met.56 min
- Day 90: Capstone R5, Part 2CapstoneLaunch & Prove It"It works" isn't a launch.54 min