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
Online School for Your Child: How to Check It Before You Pay and Get Your Money Back If It Vanishes
A parent's practical guide to checking an online school's legal entity and contract before paying, spotting fake reviews, and recovering money through a complaint, chargeback or consumer authority if the school disappears.
Personal Safety and Self-Defence: A Step-by-Step Plan Where the Win Is the Encounter You Never Had
Prevention, threat assessment and de-escalation decide most encounters long before any physical move. A practical walkthrough, the failure modes of the framework itself, and honest learning paths.
First Aid and Tactical Medicine: A Step-by-Step Mastery Plan — Bleeding Control, CPR, Trauma
We break down first aid and tactical medicine: how to stop bleeding, perform CPR, and act in trauma and shock. A step-by-step mastery plan, typical mistakes, and where the algorithm breaks down. A course as one of the tools.
When the Board Blinks Wrong: Two Ways to Point an LLM at Arduino, ESP32 and IoT — Spec-First Sketching vs Log-Driven Autopsy
Two modes for working with LLMs on Arduino, ESP32 and IoT: spec-first prompting when the project is still in your head, and log-first diagnosis when the board already misbehaves. Twelve prompts, real failure modes, and the order that actually works.
CI/CD Without Surprises: 12 Prompts That Make the LLM Write Pipelines, Fix Broken Builds and Explain Terraform Plans in Plain English
Twelve battle-tested prompts for DevOps: generate GitHub Actions workflows with cache and matrix, root-cause failed CI jobs, convert docker-compose to Kubernetes, and read terraform plan diffs without fear. Each with real input and expected output.
Renovation Yourself or Hire a Contractor: How to Choose by Budget, Timeline and Your Own Skills
A practical way to decide between doing your renovation yourself and hiring a contractor: count the tasks you can really do, price your own hour, check the contract's failure points, and see which paperwork an AI twin can take off your plate.
CCPA and CPRA: California Privacy Compliance — How Consumer Rights, Opt-Out, Sensitive PI and Risk Assessments Actually Work in Practice
A practitioner's walkthrough of CCPA/CPRA compliance: how to build a data map, handle a consumer request in 45 days, classify a "sale" or "sharing", and where the scheme breaks — plus how to learn it properly.
The 10,000 Hour Rule Debunked: Deliberate Practice, Ericsson's Research, and How to Practice Effectively — Critical Thinking & Logic
The 10,000 hour rule dropped the key word from Ericsson's research: deliberate practice. Here's why naive practice plateaus, how to build a feedback loop for reasoning skills, and where structured learning fits.
Survival and Autonomy Turnkey: Preparation, Water, Food and Fire That Actually Hold Up
Why survival autonomy starts with litres and calories, not gear: a practical walkthrough of sizing water and food, the failure modes of good plans, and how to choose a learning path.
Digital Literacy & Online Safety: Password Manager vs Written Passwords — How to Store Passwords Safely and Build Password Security Habits That Survive Real Life
A practical comparison of password managers and written offline records: how to choose by account count, devices, physical access and recovery path — plus 2FA setup, failure modes and the habits that outlast any tool.