Articles by Oleksii Skurikhin
Ship and deployWhat security checks does a vibe-coded app need before launch? Four levels
Find your app's level from who opens it, what it stores and whether money moves, then run that level's checks. Each check says what you should see when it is done and the trap that fakes it.
7 min read
Ship and deployHow to check a vibe-coded app before you launch it
Check a vibe-coded app on a copy, read only, in 60 minutes: five checks on keys, data access, logins, test versus live data with backups, and spending, a table that sorts each finding, a read-only prompt and a one-page list.
13 min read
Ship and deployYour app works locally and breaks on the server. Check these 7 things
Run 7 checks after the first deploy of an app built with AI tools that works on your laptop: variables, timeouts, CORS, webhooks, migrations, secrets and DNS, with commands, sample output and a copyable sheet.
12 min read
Debugging and stabilityWhat to do when AI fixes keep breaking your vibe-coded app
Save a restore point before each fix, then answer five yes/no questions to decide whether to keep prompting, pause and add a test, or have an engineer look. With the three git commands and what to hand over.
5 min read
Review and trust in AI codeWhat to check before you deploy a vibe-coded smart contract to mainnet
Check a blockchain app built with AI tools before mainnet in this order: whether you need a blockchain, the contract, the keys, then a testnet and an audit. With commands we ran on a demo contract and a sheet to fill in.
12 min read
Review and trust in AI codeYour AI coding agent says all tests pass. How to check it really ran them
Paste two prompts into your AI coding agent, one before it starts and one when it says all tests pass, so you agree scenarios first, see tests fail, find mocked AI calls and settle the price of paid test runs.
10 min read
AI inside your productHow We Build AI Systems That Think, Act, and Orchestrate
A deep dive into the AI systems we build across workflow automation, content intelligence, knowledge copilots, and fintech document analysis, showcasing how agentic orchestration and RAG deliver real operational impact and measurable ROI.
3 min read
Mobile appsHow Google Crafted the First Twitter Android App
Did you know that Google developed the first versions of Twitter and other popular apps on Android with no strings attached?
3 min read
AI and peopleThe Dr. Fox Effect & ChatGPT: Charisma, Cognitive Biases, and Digital Communication
A fake lecture in 1970 shows why a confident tone is not proof. How ChatGPT's convincing but sometimes wrong answers affect developer communities, and how to ask for evidence, not confidence.
6 min read
Working with engineersHow to outsource programming in 2023: A comprehensive guide for startups
A guide to outsourcing programming for a startup: what to outsource, how to choose a country and a partner, what to ask in interviews, and what to hand an engineer first if AI tools built your app.
7 min read
Mobile appsHow to Develop a Cross-Platform App and Not Regret It
We'll discuss the advantages and disadvantages of hybrid technologies, compare popular platforms, and explore some myths surrounding them.
6 min read
BlockchainBlockchain in Retail: Use Cases
Blockchain technology allows retail companies to incentivize customers, employees, and partners.
5 min read
How we workHow we bring the product to life
We use the Agile approach for small projects and the Scaled Agile Framework for big projects that involve two or more teams.
3 min read
BlockchainTop 3 Blockchain benefits for your business
Let’s see the top 3 blockchain benefits in detail. They are higher efficiency, transparency with accountability, and immutability of records.
2 min read
BlockchainBlockchain in Real Estate: Top 3 benefits
The real estate industry could have three primary benefits from tokenizing real estate assets.
2 min read