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
FinOps — Cloud Cost Optimization: How to Manage Cloud Costs Like a CFO (and Stop Overpaying)
Cloud costs spiral when no one owns them. Learn how FinOps works in practice: a concrete walkthrough of taming a Kubernetes bill, the three failure modes that break cost optimization, and how to choose a learning path.
How to Read a Weather Forecast: Practical Meteorology, Weather App Accuracy, and the Probability of Precipitation Explained
Your weather app shows a cloud and 62% — but 62% of what? A practical guide to reading forecasts as probability distributions, comparing models, and planning the window instead of the day.
Edge AI & TinyML — AI on Microcontrollers: Why Your Neural Network Won't Fit on an ESP32 (and What to Do About It)
Why your neural network won't fit on an ESP32, the five failure modes of Edge AI deployment, and who should learn TinyML.
Autonomous Multi-Agent AI Systems: Where Agent Teams Break and How to Choose Between CrewAI, AutoGen, LangGraph, and OpenAI Swarm
We break down how AI agent teams work, where they break, and how to choose between CrewAI, AutoGen, LangGraph, and OpenAI Swarm. Practical examples, failure modes, and an honest trade-off.
ISO 27001 vs SOC 2: How to Choose the Right Cybersecurity Standard for Your SaaS (and Why It Matters)
Confused about ISO 27001 vs SOC 2? This guide breaks down the differences, helps you choose based on your market and customers, and highlights common pitfalls in compliance for SaaS startups.
Mobile Security — Securing Mobile Apps (iOS and Android): Where Protection Actually Breaks and Who the Course Is For
Why is mobile security not just web in miniature? We break down with a real example how vulnerabilities are found in iOS and Android, where protections break, and who the Mobile Security course is for.
Mortgage Denial Due to Late Payments: How to Fix Your Credit History in 3 Months and Lower Your Debt Burden
We explain why banks deny mortgages even with a high score, how debt burden affects the decision, and what you can fix in 3 months. A step-by-step plan: from requesting a credit bureau report to reducing your burden.
Animation & Motion Design: How to Choose Between 2D and 3D and Not Waste Months
We break down how to choose between 2D motion in After Effects and 3D animation in Blender: criteria, a scenario table, typical mistakes, and failure modes. Practical tips for starting in motion design.
Community Management: Building a Community, Moderation, and Events — What to Know Before You Start
Opening a chat space is easy; building a community that talks without you is not. A practical breakdown of culture, moderation, events, and the failure modes that quietly kill communities.
Machine Learning & Deep Learning: Why Stacking More Layers Breaks Your Model — and What Actually Makes Depth Trainable
Stacking more layers does not make a model better — it can make it worse. Here is the mechanism behind vanishing gradients, why ResNet skip connections made depth trainable, and the diagnostic checklist to use before you add another layer.