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.
Each guide starts from a concrete problem and focuses on what actually works in practice.
The areas we cover in depth.
Fresh writing from the archive.
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.
Deep Agents v0.5 async subagents return a task ID instead of blocking. The Agent Protocol wiring, mid-task steering, and where the pattern breaks in production.
AWS Lambda Managed Instances pairs EC2 control with serverless ops. The pricing math, multi-concurrency model, and when it beats Provisioned Concurrency.
A production pattern for running parallel Claude Code sessions with --worktree. Syntax, subagent isolation, the shared-state traps worktrees don't solve, and how to clean up.
A production-tested setup for running Claude Code in CI/CD. Headless flags, JSON output parsing, cost controls, and the failure modes nobody writes about.
Claude Code subagents run parallel AI work without context chaos. Config, dispatch patterns, model choice, and the mistakes that waste tokens, with examples.
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