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Industry Applications

Industry Applications looks at how AI, cloud, and modern engineering practices land in specific domains such as fintech, healthcare, e-commerce, and SaaS. Each guide grounds the technology in a concrete business problem so you can see what actually changes when these tools meet real constraints.

4 guides available
Intermediate
2026-05-08

AI Rebooking Agents: Patterns Airlines Ship in Production

How travel companies build rebooking agents that hold up at storm scale. Orchestrator-worker layout, PNR locks, GDS rate limits, and autonomy boundaries that work.

13 minutes
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Intermediate
2025-08-08

SaaS Churn Reduction with Activation Data and Lifecycle Campaigns

Cut SaaS churn with product analytics, activation milestones, and automated lifecycle campaigns. A working framework and the implementation notes that go with it.

12 minutes
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Intermediate
2025-08-05

Real-time E-commerce Fraud Detection: Rules, ML, and Webhooks

How to wire deterministic rules and an ML scorer together via webhooks to cut chargebacks. Architecture, the five rules that catch most fraud, and the deployment gotchas.

14 minutes
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Advanced
2025-08-01

E-commerce Backends Under Black Friday Load: What Actually Holds Up

How to prepare an e-commerce backend for Black Friday: caching layers, queue-based order processing, inventory locking, and the failure modes you only see at 10x traffic.

14 minutes
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01101100RR
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