Artificial Intelligence

Langfuse vs. Galileo vs. Logfire: Observability for LLM Applications (Tracing, Evaluation, and Debugging)

January 29, 2026 at 04:50 PM | Est. read time: 11 min By Laura Chicovis IR by training, curious by nature. World and technology enthusiast. LLM-powered products fail in new and surprising ways: a prompt change quietly degrades accuracy, a retrieval step returns irrelevant sources, latency spikes only for certain user segments, or “helpful” answers […]

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Self‑Hosted AI Models vs API‑Based AI Models: Which Approach Fits Your Business in 2026?

January 28, 2026 at 04:38 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing between self-hosted AI models and API-based AI models is one of the most important architecture decisions you’ll make when building AI products-whether that’s a customer support assistant, document intelligence pipeline, code

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AI Agents in Manufacturing: The Practical Guide to Smarter Plants, Faster Decisions, and Higher Quality

January 20, 2026 at 12:43 PM | Est. read time: 17 min By Valentina Vianna Community manager and producer of specialized marketing content Manufacturing has always been a race against time, variability, and cost. Today, that race is increasingly won (or lost) based on how quickly a plant can detect problems, respond to change, and

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MCP Server: The New Standard for Enterprise AI Agents (and Why It Matters Now)

January 16, 2026 at 11:50 AM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content Enterprise AI agents are moving fast-from simple chatbots and copilots to systems that can plan, take actions, retrieve internal knowledge, and operate across multiple tools. But once you move past a proof

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Argo CD and GitOps for Data & AI Pipelines: A Practical Guide to Reliable, Scalable Deployments

January 15, 2026 at 12:49 PM | Est. read time: 21 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re running Apache Airflow on Kubernetes, rolling out an MLflow tracking server, or maintaining a fleet of model-serving deployments, you’ve probably felt the pain: one “small” change to a Helm value

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Building AI Extensions in Qlik Sense with Inference APIs: A Practical Guide for Modern Analytics Teams

January 13, 2026 at 01:10 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Qlik Sense is already a powerful platform for interactive analytics—but the real leap happens when you bring AI inference APIs into the experience. Instead of exporting data to a separate tool (or

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Persistent AI Agent Infrastructure with Vector Databases and Redis: A Practical, Production-Ready Blueprint

January 12, 2026 at 11:58 AM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Persistent AI agents are no longer just a fun demo—they’re becoming the backbone of internal assistants, automated operations, and data-driven workflows. But the moment you move beyond “single chat session” prototypes, you

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LangGraph Agent Supervision: How to Control, Log, and Monitor AI Agents in Real Time

January 12, 2026 at 11:10 AM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content AI agents are moving from demos into production workflows—handling data analysis, customer operations, internal support, and even parts of software delivery. But once an agent starts making decisions and calling tools, a

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