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Elasticsearch

The classic — full-text search and log analytics.

Official site
Monthly cost
$0–$95 / mo
Self-host free; Elastic Cloud $95+/mo
Popularity
5/5
LLM knowledge
5/5
Difficulty
Hard
#enterprise#open-source

What Elasticsearch is good at

Strengths
  • +Very powerful
  • +Scales massively
  • +Great for logs
Tradeoffs
  • Operationally heavy
  • Resource-hungry

Coding-agent prompt

You're working with Elasticsearch. The classic — full-text search and log analytics.

Best practices:
- Lean on: very powerful
- Lean on: scales massively
- Lean on: great for logs

Things to watch for:
- Watch out for: operationally heavy
- Watch out for: resource-hungry

General guidance:
- Canonical docs: https://elastic.co — check here before inventing APIs.
- Keep secrets in environment variables, never commit them.
- Write TypeScript where the ecosystem supports it; add types to every exported function.
- Add tests for the critical paths before declaring the task done.
- Read-the-docs is usually faster than guessing — cite the docs page in code comments when you apply a non-obvious pattern.

Beginner's guide to Elasticsearch

In one line: The classic heavyweight search engine — also great for logs.

Elasticsearch is powerful but operationally heavy. Overkill for most apps, but unbeatable for log analytics and complex search at scale.

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