iiinova — where your digital self keeps evolving

Elastic Dev @elastic-dev.bsky.social · 12/01/2026

Inside Tinder’s real-time recommendation system to see how they use Elasticsearch at a massive scale:

Elastic Dev @elastic-dev.bsky.social · 04/01/2026

Do you know how to configure synonyms in Elasticsearch? There are a few ways, like listing them in a file, but the Synonyms API is an easy way to centrally manage them by specifying your set and updating them when needed (1 & 2). You can then use it by specifying the set in your index analyzer (3).

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Elastic Dev @elastic-dev.bsky.social · 02/01/2026

Ever wondered how Tinder finds you? Check out how Tinder uses geo-indices to power mass-scale matching:

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Elastic Dev @elastic-dev.bsky.social · 30/12/2025

Elastic currently provides inference endpoints for several well-known third-party providers, like OpenAI & Azure. But did you know you can also define your own custom endpoints using the inference API? Check out this example to generate embeddings using DeepSeek. Learn more: go.es.io/45c4TNQ

Example to generate embeddings using DeepSeek

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Elastic Dev @elastic-dev.bsky.social · 28/12/2025

When demonstrating in Kibana Dev Tools, we often work with API keys. To avoid exposing them, we can use variables to define reusable placeholders for dynamic values in queries. These variables, persisted via browser local storage, can then be referenced directly in the commands we run in Dev Tools.

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Elastic Dev @elastic-dev.bsky.social · 18/11/2025

Hybrid search🕵️‍♂️ brings together the precision of lexical search and the intuition of semantic search. It uses both traditional scoring and vector similarity to surface the right results at the right time and help you build search that actually understands your data.

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Elastic Dev @elastic-dev.bsky.social · 09/11/2025

Context engineering VS prompt engineering: what's the difference? Think of prompt engineering as writing the instruction, and context engineering as building the full environment so the AI can follow it.

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Elastic Dev @elastic-dev.bsky.social · 29/10/2025

Expose your Elastic agent and tools as an MCP server to integrate with your preferred client with Elastic Agent Builder, or build your own interface.

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Elastic Dev @elastic-dev.bsky.social · 26/10/2025

Build a custom tool for your agents with Elastic Agent Builder. Next demo: Agent Builder and MCP

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Elastic Dev @elastic-dev.bsky.social · 24/10/2025

All you need is a natural language agent definition, and you have a custom AI assistant to help you talk to your Elastic data thanks to Agent Builder.

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Elastic Dev @elastic-dev.bsky.social · 23/10/2025

Elastic Observability is using unsupervised ML + GenAI assistants to turn logs into real-time incident response intelligence. Walk through a step‑by‑step investigation that detects anomalies, surfaces root causes, measures user impact, and accelerates remediation. www.elastic.co/observabilit...

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Elastic Dev @elastic-dev.bsky.social · 22/10/2025

Follow along to create a custom agent with Elastic Agent Builder. Next demo: How to create custom tools

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Elastic Dev @elastic-dev.bsky.social · 21/10/2025

Want to chat with your data? Pick an index and walk through this step-by-step notebook to create a tool and build an agent in 10 minutes with Elastic Agent Builder: github.com/elastic/elas...

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Elastic Dev @elastic-dev.bsky.social · 21/10/2025

Introducing Elastic Agent Builder, designed to give your agents the best context and tools. Build precise agents fast, connect all your data where it already lives in Elasticsearch, and create custom tools for any use case. Learn more: www.elastic.co/search-labs/...

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Elastic Dev @elastic-dev.bsky.social · 20/10/2025

👋 Welcome to Elastic Dev — your new go-to for hands-on demos, cheat sheets, concept explainers & more. Get the latest on search, data & GenAI straight from the source. Expect: - Practical demos & how-tos - Posts & technical deep dives - Open source updates + more Ready, set, build. Hello, world.

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