AI for business: practical guides, applications and automation

AI-Generated Video for Business: Script, Editing and Publishing

November 2, 2026

Plan business AI video through storyboards, continuity, sound, captions, rights and export. An original example with website and social publishing checks.

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AI Image Generation for Business: Brief, Editing and Web Delivery

November 2, 2026

From brief to website-ready images: desktop/mobile composition, controlled editing, visual identity, provenance and optimised delivery.

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Choosing an AI Model: Quality, Cost and Latency

November 2, 2026

Choose an AI model through task requirements, data and tests. An illustrative cost-per-accepted-output calculation, latency criteria and business selection workflow.

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AI-Assisted Programming: From Requirements to Verified Code

November 2, 2026

How to check AI-proposed code: requirements, cause, minimal changes, tests and review. An original date-filter example with explicit boundaries and time zone.

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Roo Code After the Extension Shutdown: Permissions and Migration

November 2, 2026

Roo Code's status, roles and approvals in its archived documentation. Preserve control of files, tests and delivery when migrating an AI coding workflow.

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CrewAI for Business: Agents, Tasks and Controlled Workflows

November 2, 2026

When to use Crews and Flows, how to define tasks and when one agent is enough. An internal-support example, dependency diagram and evaluation criteria.

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Google ADK and A2A: Controlled Collaboration Between AI Agents

November 2, 2026

Framework or protocol? Understand ADK, A2A and MCP, the roles of Agent Card and Task, and controlled exchanges between business applications.

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LangChain, LangGraph, LangSmith and Langflow: Differences

November 2, 2026

How orchestration, state, observability and visual flow building differ in an AI application. Diagrams and criteria for choosing the appropriate tools.

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n8n AI Automation: Controlled Workflows Between Apps

November 2, 2026

Design an n8n AI workflow with validation, CRM proposals and approval. Diagrams, failures, retries and duplicate prevention in a business example.

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Reinforcement Learning: Agents, Rewards and Decisions

November 2, 2026

What reinforcement learning is, how rewards differ from outcomes and how to evaluate a policy in simulation. Visual examples and business selection criteria.

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PCA: Dimensionality Reduction and Explained Variance

November 2, 2026

What principal components are, how data scale matters and what a projection loses. Visual calculations, explained variance and business evaluation.

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K-Means Customer Segmentation: Understanding Clusters

November 2, 2026

How K-Means groups data: centroids, distances, scaling and cluster count. An original visual example and controlled CRM integration.

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