Artificial Intelligence

Building Reactive Agent Pipelines with Kafka: A Practical Guide to Event-Driven AI Automation

January 12, 2026 at 11:07 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Reactive pipelines are quickly becoming the backbone of modern automation—especially when you’re coordinating multiple AI agents that need to respond to changes in real time. Whether you’re routing user requests, reacting to […]

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Agent-to-Agent Communication with LangGraph Protocol-Based Workflows: A Practical Guide

January 09, 2026 at 02:17 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Agent-to-agent communication is quickly becoming the backbone of modern AI systems. Instead of building one “all-knowing” assistant, teams are increasingly designing multiple specialized AI agents—each responsible for a slice of the problem—and

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AI Models for Classifying Logs and Events in Data Pipelines (Without Drowning in Noise)

January 08, 2026 at 11:28 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Modern data pipelines generate an overwhelming volume of logs and events—from batch jobs and streaming consumers to API gateways and orchestration tools. The challenge isn’t collecting observability data anymore. It’s making sense

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Integrating AI Agents with Databricks to Automate Queries (Without Losing Control)

“How did weekly churn change after the pricing update for SMB customers in EMEA?” The agent then: Interprets the intent (metrics, time range, filters, definitions) Translates that intent into SQL (or Spark SQL) Runs the query against Databricks (typically via SQL Warehouses) Returns results plus a human-readable explanation Optionally creates a chart, a dashboard snippet,

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AI in Game Development in 2026: What’s Actually Production-Ready (and What’s Still Hype)

January 06, 2026 at 04:44 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content AI in game development has officially moved past “cool demo” territory. In 2026, studios of all sizes are using AI to ship real features, speed up pipelines, and support live operations—without betting

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LangSmith for Agent Governance: A Practical Playbook to Monitor, Evaluate, and Control LLM Agent Interactions

December 19, 2025 at 01:57 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If your AI uses agents, you need governance. As multi-agent systems become the backbone of modern AI applications—from customer support assistants to internal copilots—ensuring safe, compliant, and cost-effective behavior is non‑negotiable. This

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MCP Servers Done Right: Authentication, Authorization, and Agent Isolation for Secure AI Agents

December 19, 2025 at 01:53 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content As AI agents move from experiments to production, they increasingly need controlled access to company data, tools, and services. That’s exactly what Model Context Protocol (MCP) enables: a standardized way to connect

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Building Production-Ready Infrastructure for Persistent AI Agents with Redis and Vector Databases

December 19, 2025 at 02:04 AM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content As AI moves from experimental prototypes to mission-critical systems, “persistent” AI agents—assistants that remember, learn, and improve over time—are quickly becoming a competitive advantage. The infrastructure that powers them matters. It must

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From Laptop to Production: Deploying AI Agents with Docker and Kubernetes

December 19, 2025 at 02:00 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content AI agents have evolved from lab experiments into real, revenue-impacting systems. Whether you’re running retrieval-augmented generation (RAG), multi-agent workflows, background automations, or customer-facing copilots, Docker and Kubernetes are the most reliable way

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Automating SAP HANA Reporting with LangChain: A Practical, No-Fluff Guide

<h1 December 18, 2025 at 12:20 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content If your SAP HANA data is rich but your reporting cycles are slow, this guide is for you. By combining LangChain (for LLM-driven automation) with SAP HANA (for fast analytics), you

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