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Articles about Haystack, LLMs, Agents, and latest AI technologies.

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Self-Improving AI Systems: A Log-Analysis Agent on NVIDIA DGX Spark
Agent
Tracing
Monitoring
Deployment
Integrations
Advanced Use Cases
DGX Spark
Local AI
Julian Risch
Julian Risch Open Source Team Lead
Sebastian Husch Lee
Sebastian Husch Lee Open Source Tech Lead

Self-Improving AI Systems: A Log-Analysis Agent on NVIDIA DGX Spark

A Haystack agent analyzes recorded traces of a citizen-services AI assistant and improves it, all with local models on an NVIDIA DGX Spark.

October 7, 2026
Introducing Haystack 3.0: Agent Hooks, Skills and a Lighter Core
Community
Open Source
Julian Risch
Julian Risch Open Source Team Lead
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer

Introducing Haystack 3.0: Agent Hooks, Skills and a Lighter Core

A lighter core, hooks to control the agent loop, first-class skills, built-in introspection, and high-level, pre-built agents

July 20, 2026
MCP + Haystack: A Practical Guide for AI Engineers
User Story
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer

MCP + Haystack: A Practical Guide for AI Engineers

Learn three practical ways to use MCP with Haystack: connect agents to external tools, expose Haystack apps with Hayhooks, and deploy managed MCP tools on Haystack Enterprise

June 22, 2026
Context Engineering for Agentic Systems: What Goes Into Your Agent's Mind
Agent
LLM
Prompting
Context Engineering
Kacper Lukawski
Kacper Łukawski Lead DevRel at Deepset

Context Engineering for Agentic Systems: What Goes Into Your Agent's Mind

A practical introduction to context engineering - what fills the LLM context window in agentic systems, why it matters, and how to keep it under control.

April 20, 2026
Multimodal Search with Gemini Embedding 2 in Haystack
Multimodality
Embeddings
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer
Stefano Fiorucci
Stefano Fiorucci AI/Software Engineer

Multimodal Search with Gemini Embedding 2 in Haystack

Build multimodal search systems in Haystack using Gemini Embedding 2 to embed text, images, video, audio, and PDFs in a shared vector space.

March 10, 2026
Haystack Ecosystem: One Name, One Product Family, One Look
Community
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer

Haystack Ecosystem: One Name, One Product Family, One Look

One unified Haystack ecosystem, from open source to enterprise-scale AI systems.

December 19, 2025
Lufthansa Industry Solutions Uses Haystack to Power Enterprise RAG
User Story
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer
Nils Hilgers
Nils Hilgers Lead AI Engineer @LHIND

Lufthansa Industry Solutions Uses Haystack to Power Enterprise RAG

Learn how Lufthansa Industry Solutions (LHIND) built an enterprise-grade, compliant AI knowledge assistant

October 24, 2025
How TAC Built an Agentic Chatbot with Haystack to Transform Trade Promotions Workflows
User Story
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer
Kelsey Sorrels
Kelsey Sorrels Data Scientist at Telus AG

How TAC Built an Agentic Chatbot with Haystack to Transform Trade Promotions Workflows

See how TELUS Agriculture & Consumer Goods (TAC) gives users unprecedented access to their data with safety in mind

October 6, 2025
Announcing Haystack Enterprise Starter: Best Practices and Support
Community
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer

Announcing Haystack Enterprise Starter: Best Practices and Support

A Faster Way to Build and Scale Production-Grade AI Apps

August 1, 2025

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