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
Profession: Digital Product Manager — The Complete Path Into Product: Where Beginners Get Stuck and Why
A practitioner's view of the complete path into product management: one worked walkthrough with numbers, four ways the standard playbook breaks, and an honest comparison of learning routes.
Cambridge IGCSE Chemistry (0620): Where Marks Are Really Lost and Why a Course Following the Syllabus Is Not the Same as a Textbook
A breakdown of the calculation part of Cambridge IGCSE Chemistry (0620): where marks are lost on stoichiometry and electrolysis, four failure modes of the scheme, and an honest comparison of preparation paths.
Profession: Cybersecurity Specialist — The Complete Path Into Information Security, Where It Breaks, and How to Avoid Mistakes
A hands-on look at the real work of a cybersecurity specialist: how to assess a web app, where the standard approach fails, and what learning path actually prepares you for SOC or pentest roles.
Korean from Scratch: How to Learn Korean, Hangul and Grammar Without Wasting the First Year
Hangul takes a weekend — Korean takes longer. A practical look at syllable blocks, sound-change rules, particle grammar and the honest trade-offs between self-study, conversation partners and structured courses.
Profession: Logistics and Foreign Trade Specialist — The Complete Path Into Logistics, From Supplier to Shelf
A practical guide to logistics and foreign trade: how risk moves through a shipment, a full landed-cost walkthrough with numbers, where the scheme breaks, and the honest learning paths into the field.
Japanese from Scratch: How to Learn Hiragana, Katakana and Kanji Without Losing Two Years
Why most beginners stall on hiragana and katakana, how kanji really work, where the standard study plan breaks, and which learning paths actually get you to a solid JLPT N4 base.
From Raw HTML to a Clean DataFrame: 14 LLM Prompts That Turn a Text Model Into a Data Extraction Engineer
A practical set of 14 LLM prompts that cover the whole extraction pipeline: crawler design, BeautifulSoup selectors, Playwright waits, proxy and rate-limit hygiene, captcha detection, and normalization into a clean pandas DataFrame.
Figma, Tokens, and Handoff: 12 LLM Prompts That Turn a Text Model Into a UI/UX Co-Pilot
A practical roundup of 12 prompts for Figma workflows: design tokens, component audits, auto-layout, microcopy, accessibility, and developer handoff. Each prompt comes with a usage example and a realistic result.
Cambridge IGCSE Biology (0610): What Lies Behind the Syllabus and Where Even Strong Students Stumble
Why Cambridge IGCSE Biology (0610) is not about rote learning but about mechanisms. A look at the problems where even strong students stumble, and a comparison of preparation routes.
SQL on Steroids: 13 Prompts That Make LLMs Write Window Functions, Fix Slow Queries, and Explain PostgreSQL Plans
A battle-tested set of 13 prompts that make LLMs write window functions, decode EXPLAIN ANALYZE, find missing indexes, and rewrite queries for high load — with real examples for PostgreSQL, MySQL, and SQLite.