ASI Biont Blog — AI agents, automation and the digital twin
Practical articles, guides and analysis on AI agents, automation, development, integrations, IoT devices and science — how AI writes code, runs in a sandbox and connects any service, API or sensor
From Freelance to Agency: Growing Out of Solopreneurship into a Business — Why Scaling Yourself Is a Different Job, and How Freelancers Actually Make the Jump
Why freelancing hits a ceiling, and what it actually takes to build an agency: a walkthrough of packaging a service, pricing from delivery cost, contractor handoffs, and the failure modes that break the model.
E-commerce from Scratch: Selling on Marketplaces and Your Own Store — The Complete Seller Path, From Product Selection to Scaling
A practitioner's walkthrough of marketplace selling: unit economics with real math, where the seller model breaks, and how self-study, courses, and practice differ in time, money, and outcome.
Git & GitHub: The Complete Version Control Course That Turns Commits Into Production (and Why It's Harder Than It Looks)
Git and GitHub are a graph, not a list of commands. A practitioner's walkthrough of shipping a fix, the four ways the workflow itself breaks, and honest learning paths from self-study to structured practice.
Linux for Beginners: Master the Command Line from Scratch and Become a Confident Administrator
Master Linux from scratch: command line, administration, server configuration, bash scripting, and security. Analysis of real tasks, pitfalls, and learning paths.
Google Cloud Architect — Professional (ACE + PCA): A FinOps Walkthrough of GCP Cost Optimization, Committed Use Discounts, and Compute Engine Rightsizing
A practical FinOps walkthrough for GCP: audit Compute Engine, GKE, and Cloud Storage spend, use Recommender, and apply committed use discounts safely — mapped to ACE and PCA exam decisions.
AI Detectors Get It Wrong: 7 Signs of AI Text That No Detection Service Can Replace
A practical guide: how to check any text for signs of neural network generation in 20–30 minutes. We break down detectors, indirect signs, fact-checking, and disputed cases. An AI twin can help with the routine, but the decision remains yours.
Autoscaling in Kubernetes: HPA, VPA, and KEDA — How to Choose and Not Break Production (Course Review: "Kubernetes in Production")
We break down autoscaling in Kubernetes: how HPA, VPA, and KEDA work together, which metrics to use, where conflicts arise, and how to build a production scheme with monitoring. A practical case with numbers and learning paths.
Cambridge Primary Science (0097): How to Teach a Child to Think Like a Scientist — A Breakdown of the Course and Subject
A substantive breakdown of Cambridge Primary Science (0097): how the scientific method works at ages 5–11, where experiments break down, and how to choose a route to mastery — without retelling the programme.
JavaScript for Web Development: What a Complete JavaScript Course Actually Teaches — From Syntax to Async and Frameworks
JavaScript is single-threaded but non-blocking — and that one fact explains most beginner bugs. A practitioner's look at async code, DOM work, where standard approaches break, and how to choose a learning path.
SQL & Databases: How to Learn to Work with Databases — Queries, Indexes, and Design That Survive Real Load
A practitioner's guide to SQL and relational databases: how query planners work, where indexes and transactions break, and which learning paths actually close the gap between syntax and predictable performance.