Google releases Gemini API CLI beta for agents and automation
Google’s beta API client connects coding agents and automated workflows to Gemini models, with local files, structured output and background tasks.
Read articleArticlesClean, structured content that is fast and easy to browse.
Clean SEOLightweight archive without a builder, prepared for indexing.
PerformanceSimple markup and shared styles for fast loading.
List
Published articles
AI-Generated Video for Business: Script, Editing and Publishing
Plan business AI video through storyboards, continuity, sound, captions, rights and export. An original example with website and social publishing checks.
Read article
AI Image Generation for Business: Brief, Editing and Web Delivery
From brief to website-ready images: desktop/mobile composition, controlled editing, visual identity, provenance and optimised delivery.
Read article
Choosing an AI Model: Quality, Cost and Latency
Choose an AI model through task requirements, data and tests. An illustrative cost-per-accepted-output calculation, latency criteria and business selection workflow.
Read article
AI-Assisted Programming: From Requirements to Verified Code
How to check AI-proposed code: requirements, cause, minimal changes, tests and review. An original date-filter example with explicit boundaries and time zone.
Read article
Roo Code After the Extension Shutdown: Permissions and Migration
Roo Code's status, roles and approvals in its archived documentation. Preserve control of files, tests and delivery when migrating an AI coding workflow.
Read article
CrewAI for Business: Agents, Tasks and Controlled Workflows
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.
Read article
Google ADK and A2A: Controlled Collaboration Between AI Agents
Framework or protocol? Understand ADK, A2A and MCP, the roles of Agent Card and Task, and controlled exchanges between business applications.
Read article
LangChain, LangGraph, LangSmith and Langflow: Differences
How orchestration, state, observability and visual flow building differ in an AI application. Diagrams and criteria for choosing the appropriate tools.
Read article
n8n AI Automation: Controlled Workflows Between Apps
Design an n8n AI workflow with validation, CRM proposals and approval. Diagrams, failures, retries and duplicate prevention in a business example.
Read article
Reinforcement Learning: Agents, Rewards and Decisions
What reinforcement learning is, how rewards differ from outcomes and how to evaluate a policy in simulation. Visual examples and business selection criteria.
Read article
PCA: Dimensionality Reduction and Explained Variance
What principal components are, how data scale matters and what a projection loses. Visual calculations, explained variance and business evaluation.
Read article
K-Means Customer Segmentation: Understanding Clusters
How K-Means groups data: centroids, distances, scaling and cluster count. An original visual example and controlled CRM integration.
Read article
Decision Trees: Classification, Learned Rules and Evaluation
How a tree learns splits, and what Gini, depth and pruning mean. An original branching diagram, calculations and branch-level business evaluation.
Read article
KNN Algorithm: Classification and Regression Explained
How KNN selects nearby examples, votes for classes and estimates values. Visual distances, scaling and evaluation for business applications.
Read article
Multiple vs Multivariate Linear Regression: Explained
Multiple predictors or multiple outputs? Linear regression explained with illustrative calculations, errors in minutes and business validation criteria.
Read article
GANs and Diffusion Models: How AI Generates Images
Generators, discriminators, noise and latent space: compare GANs with diffusion. Explanatory diagrams, image controls and a business workflow.
Read article
Face Detection or Face Recognition: Differences and Data
Understand face detection, 1:1 verification and 1:N identification. Explanatory workflows, errors, data protection and project assessment criteria.
Read article
YOLO Object Detection: Data, Evaluation and Counting
Prepare a YOLO project: classes, labels, thresholds, IoU, errors and object counting in video. Original diagrams and business testing criteria.
Read article
RNN, LSTM and GRU: Sequential Data and Time Series
How recurrent networks process history: states, gates, time windows and chronological evaluation. Visual examples for useful business forecasting.
Read article
Convolutional Neural Networks: How a CNN Works
CNNs explained through filters, feature maps and a visual calculation. Data, transfer learning and evaluation for a practical image-analysis application.
Read article
How a Transformer Works: The AI Attention Mechanism
AI attention explained visually: tokens, queries, keys, values, masks, encoders and decoders. Demonstrative examples and business application criteria.
Read article
Deepfakes: Protecting Business Identity and Communications
What a deepfake is and how to check an unusual business request: voice, video, provenance, independent confirmation and authorised actions. A practical business guide.
Read article
Computer Vision for Business: Applications and Evaluation
Using images and video in business applications: classification, detection, segmentation, OCR and tracking. Diagrams, examples and criteria for evaluating a pilot.
Read article