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
Observability in Production: OpenTelemetry, Prometheus, and the Things That Break at 3 A.M.
Observability is a data-modelling problem before it is an infrastructure problem. A practitioner's walkthrough of tracing a slow checkout, the four ways observability designs break, and how to learn the judgment behind the tooling.
Health Law and Patient Rights: How to Get Your Medical Records, Fix Errors in Them, and Find Out Who Read Them
Your medical records are legally yours — but providers stall, charge, and refuse. A practical guide to HIPAA and GDPR requests, fixing errors, revoking consent, and checking who read your file.
Redundancy: How to Verify the Legality of Your Dismissal and Get Every Payment You're Owed
A step-by-step guide: how to verify the legality of a redundancy, whether your severance pay was calculated correctly, and where to complain if your employer breached the procedure.
Stop Asking LLMs to Guess CVEs: A Pentester's Prompt Playbook for nmap, Burp Suite and OWASP Top 10
LLMs don't find CVEs — they analyze raw scan data. A pentester's prompt playbook for nmap, Burp Suite and OWASP Top 10: scoping, parsing, payload hypotheses, threat modeling and CVSS reports.
CI/CD as an Art: A Real Pipeline Breakdown and Costly Mistakes
We break down real mistakes in CI/CD and GitOps: how to set up canary deployment with automated monitoring, where the pipeline breaks, and how to choose a learning path.
Data Visualization: Why Most Charts Fail and How to Build Ones That Actually Work
Data visualization is more than pretty charts. Learn the real mechanics of D3.js, Plotly, and dashboards, the mistakes that break them, and how to build visuals that drive decisions.
Tax Law in Practice: How to Defend a Tax Audit, When to Respond Yourself, and When to Hand Over Power of Attorney
A tax audit notice is a legal document, not a formality. How to classify the audit, calculate exposure, and decide between responding yourself and engaging a licensed representative — with a clear criterion.
A "Reliable Password" With 8 Characters, a Digit and a Capital Letter: Why That Rule Is an Outdated Myth — and How to Actually Protect Your Accounts
Why "8 characters, a digit, a capital letter" is a myth that breeds predictable passwords like Password1! — and what actually protects accounts: length, uniqueness, a password manager, 2FA and breach checks.
Affiliate Programs — Earn with Referrals: How the Referral Economy Actually Works (and Where It Breaks)
Referral commissions look simple until you run the numbers. A practical guide to how affiliate programs work, where they break, and how to build a funnel that actually pays.
Your Flight Was Cancelled or Your Bag Vanished: How to Get Real Money Back Under Air Passenger Rights in 2026
Flight cancelled, delayed or bag lost? A plain-language walkthrough of what you are owed under EU 261/2004 and the Montreal Convention, which documents to keep, how much to claim, and where to escalate when the airline refuses.