Insights, updates, and stories from the CML team
Showing all 22 posts
In February 2025 Andrej Karpathy described clicking Accept All without reading the diffs, and called that way of working “not too bad” for throwaway weekend projects. Here are 60 minutes of read-only checks for an app that is no longer one.
Oleksii Skurikhin
For an app built with AI tools that works on your laptop: 7 checks to run after the first deploy (variables, timeouts, CORS, webhooks, migrations, secrets, DNS), with a table and a copyable sheet.
Oleksii Skurikhin
A five-question yes/no checklist for founders and operators whose AI-built app keeps breaking after fixes, with a rule of thumb for reading the score and what to do next.
Oleksii Skurikhin
You built a blockchain app with AI tools and want to launch it. The order we suggest for checking it: whether you need a blockchain, the contract, the keys, then a testnet and an audit, with a sheet to fill in.
Oleksii Skurikhin
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.
Oleksii Skurikhin
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.
Oleksii Skurikhin
The Care Hack set a new standard for HIPAA compliance. We helped them move beyond checklists with automated, always-updated policies, clear controls, real-time monitoring, strong encryption, and ongoing training, making security smooth and integrated into daily operations.
Oleksandr Shchetynin
It started when a new client shared a GitHub repository and project requirements. I noticed something felt off. My manager recommended using an AI-powered IDE called Cursor to assist with code analysis before proceeding further. To be cautious, I decided to run a security check.
Danylo Trofymov
Our recent project faced challenges due to an outdated EVM-based blockchain Ethermint. To address these issues, we decided to transition to a new blockchain solution based on Evmos. This article outlines our journey, from identifying the initial problems to achieving a smooth transition.
Vitaliy Obrevko
Did you know that Google developed the first versions of Twitter and other popular apps on Android with no strings attached?
Oleksii Skurikhin
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.
Oleksii Skurikhin
Enhancing Software Development Workflow for Faster and More Reliable Delivery
Vitaliy Obrevko
While it may be an inconvenience for some users, KYC plays a crucial role in ensuring the security and legitimacy of cryptocurrency businesses.
Vitaliy Obrevko
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.
Oleksii Skurikhin
How to drop the execution time of integration tests from 4m 30 sec to just 20 sec? Let's figure it out.
Volodymyr Gubarkov
We'll discuss the advantages and disadvantages of hybrid technologies, compare popular platforms, and explore some myths surrounding them.
Oleksii Skurikhin
Our objective is to find a so-called 10x engineer. And, of course, without compromises on the quality of deliverables.
Oleksandr Shchetynin
My research revealed that no AWK implementation had a code coverage facility. The most suitable for such an addition appeared to be GoAWK.
Volodymyr Gubarkov
Blockchain technology allows retail companies to incentivize customers, employees, and partners.
Oleksii Skurikhin
We use the Agile approach for small projects and the Scaled Agile Framework for big projects that involve two or more teams.
Oleksii Skurikhin
Let’s see the top 3 blockchain benefits in detail. They are higher efficiency, transparency with accountability, and immutability of records.
Oleksii Skurikhin
The real estate industry could have three primary benefits from tokenizing real estate assets.
Oleksii Skurikhin