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Let's talk architecture the way it actually works in production: tradeoffs, failure modes, migrations, cost…

RM

Rohan Malhotra

Staff Engineer @ Orbitly | Distributed systems, Go, Postgres | Writing about architecture tradeoffs

26 Sept 2026· System Design Deep Dives

Let's talk architecture the way it actually works in production: tradeoffs, failure modes, migrations, costs. Interview prep is welcome, but grounded in reality. First thread: what's the most interesting design decision you made (or regret) in the last year?
8 reactions3 comments

Comments

  • AS

    Aarav Sharma26 Sept 2026

    Moved our payout status updates from polling to an outbox + events. Removed a lot of load and a whole class of race conditions.

  • RA

    Riya Agarwal26 Sept 2026

    Regret: building our own job scheduler instead of using an existing one. 2 years of edge cases later...

  • DJ

    Dhruv Joshi26 Sept 2026

    Mine is small: adding a cache in front of our pricing API and learning about cache invalidation the hard way 😅

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