If you’re running Apache Airflow in production, this guide shows how common orchestration patterns map to Lakeflow Jobs, Databricks’ built-in orchestrator. See how control flow, triggers, parameters, and dynamic execution work when orchestration is integrated with the lakehouse,
AI
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Building Business-Ready Generative AI Systems with Agents
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"Building Business-Ready Generative #AI Systems — Build Human-Centered Generative AI Systems with Context-Aware Agents, Memory, and LLMs for the Enterprise" at http://
amzn.to/3Jdcio5 v/ @PacktDataML Learn:
Implement an AI controller with a conversation AI agent and -
Context Engineering for Multi-Agent Systems Architecture
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"Context Engineering for Multi-Agent Systems: Move beyond prompting to build a Context Engine, a transparent architecture of context and reasoning" — at http://
amzn.to/448dSiA v/ @PacktDataML 𝓦𝓱𝓪𝓽 𝓨𝓸𝓾 𝓦𝓲𝓵𝓵 𝓛𝓮𝓪𝓻𝓷:
Develop memory models to retain short-term and -
Manufacturing AI Implementations Layer Intelligence on Automation
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The best manufacturing AI implementations layer intelligence on top of proven automation architectures.
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AutoAgent: Build LLM Agents Using Natural Language
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Build and deploy LLM agents just using natural language! AutoAgent is the Fully-Automated & Zero-CodeLLM Agent Framework that let's you create and deploy LLM agents using just natural language. Key Features: Agentic-RAG – Built-in self-managing vector database,
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Designing AI Interfaces for Job Augmentation Rather Than Replacement
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Its an important time for the AI labs to build interfaces around the goal of "job augmentation through AI" rather than building "job replacement through AI." Chatbots were mostly augments, requiring a human to work. Agentic work patterns are still in flux & could center humans.
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Context Engineering for Multi-Agent Systems Workshop
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Join this hands-on workshop “Context Engineering for Multi-Agent Systems” — hosted by @PacktPublishing @PacktDataML
on April 25 Register with my discount code ’Kirk30’ for 30% OFF: https://
eventbrite.co.uk/e/context-engi
neering-for-multi-agent-systems-cohort-2-tickets-1986187248527?aff=kirk
… Denis Rothman will walk attendees through building stable, -
Free Claude Code Tutorial for Local AI Workflows
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🚨 Este tipo acaba de explicar cómo usar Claude Code completamente gratis.
— SONIA (@S0N_IA_) 7 avril 2026
Un tutorial completo donde muestra cómo ejecutarlo en local, con modelos open-source y flujos completos de agentes.
Si estás aprendiendo IA, esto te interesa 👇 pic.twitter.com/Q8y8o3rEWRThis guy just explained how to use Claude Code completely for free. A complete tutorial where he shows how to run it locally, with open-source models and full agent workflows. If you're learning AI, this will interest you
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Real-time control systems for AI recommendations
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Every AI recommendation needs a control system that can act on it in real time.
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AI Infrastructure Competition Intensifies Amid Geopolitical Rivalry
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AI capability is accelerating at the same time geopolitical competition is intensifying.
— Nina Schick (@NinaDSchick) 7 avril 2026
That means bigger Intelligence factories. More capital. More competition to control the infrastructure that produces Intelligence.
Because in the 21st century, whoever can build, scale and… pic.twitter.com/bnU6c1p4cfAI capability is accelerating at the same time geopolitical competition is intensifying. That means bigger Intelligence factories. More capital. More competition to control the infrastructure that produces Intelligence. Because in the 21st century, whoever can build, scale and