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---
name: distributed-systems-event-sourcing-pragmatics
description: "Command/event separation, upcasting discipline, and projection rebuild strategies that survive year three."
---
# Adopt event sourcing without the graveyard mistakes
> Command/event separation, upcasting discipline, and projection rebuild strategies that survive year three.
**Track:** ⚙️ Backend Engineering · **Domain:** Distributed Systems · **Level:** advanced · **~45 min**
**Who this is for:** Backend Engineers, API Developers, Platform Engineers, Full-Stack Developers
## When to Use This Skill
Command/event separation, upcasting discipline, and projection rebuild strategies that survive year three.
Use it whenever a matching task appears in conversation — the agent loads these instructions on demand.
## Steps
1. Store commands' resulting EVENTS as truth; never store mutable state alongside
2. Version events immutably; upcast old versions at read boundaries only
3. Build projections as disposable rebuilds from the stream — test rebuilds regularly
4. Snapshot aggressively enough that replays don't take hours
5. Keep event payloads primitively typed; rich behavior belongs in handlers
6. Answer 'why did state change' queries from streams — that's the payoff
## Common Pitfalls
- Events named after tables (UserUpdated) carrying no business meaning
- Schema changes editing history instead of adding versions
## Commands
**Install with skills CLI**
```bash
npx skills add aniruddhaadak80/skills --skill distributed-systems-event-sourcing-pragmatics
```
**Install globally**
```bash
npx skills add aniruddhaadak80/skills --skill distributed-systems-event-sourcing-pragmatics -g
```
---
Part of [aniruddhaadak80/skills](https://github.com/aniruddhaadak80/skills) · Browse all at https://skills.sh/aniruddhaadak80/skills