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News
AI agents read CLAUDE.md, but don't always follow instructions. Ukrainian developer explains how to better write documentation for them
2+ day, 23+ hour ago (591+ words) Ukrainian development manager Kyrylo Sulimovskyi analyzed research on how AI agents like Claude Code, Codex, Gemini CLI, and Cursor actually work with documentation. It turned out that they actively read CLAUDE.md and AGENTS.md specially written for them, but…...
One framework for 5 businesses: Ukrainian engineer created a universal AI concierge for Telegram
3+ day, 3+ hour ago (249+ words) Valentyn Solomko, AI-First Software Engineer, developed v2v-demo — a universal voice AI concierge framework for Telegram. The project solves one of the biggest problems of modern voice bots: the high probability of hallucinations and loss of user trust due to the…...
A Ukrainian IT guy created an interactive reading app called GrammaLens that explains English grammar right in context
4+ day, 20+ hour ago (219+ words) At first, the developer created a website with simple explanations in Ukrainian, but quickly realized that this was the same trap. Then the idea of an interactive lighting system arose. The developer prepares and proofreads the rules and notes on…...
“Every employee can become a developer”: how Aurora Network is building an AI ecosystem for 17,000 people
4+ day, 21+ hour ago (614+ words) dev.ua - Do Not Process My Personal Information The R&D director of the network, Oleksandr Voynolovych, told the dev.ua editorial office about why Claude is replacing ChatGPT in Ukrainian retail, how to calculate ROI from AI experiments, and…...
GPT-6 Astra asks questions more often and listens better to instructions. Ukrainian AI expert gives advice on how to prompt her
5+ day, 3+ hour ago (276+ words) AI Solutions Architect Maksym Valin paid attention to OpenAI's recommendations for prompting the new GPT-6 Astra and collected some tips on how to better set tasks for it. In particular, he noted that the model is more likely to ask…...
Microsoft says "handwriting code is a thing of the past" as AI agents completely change the Windows 11 development process
5+ day, 18+ hour ago (327+ words) The statement by prominent Microsoft engineer David Fowler that “manual coding is finally a thing of the past” has sparked heated debate among IT professionals. And although the phrase sounds categorical, it is not about the disappearance of the programmer's…...
FDE is not a salesperson. A former Palantir employee explained that companies misunderstood one of the hottest IT professions
6+ day, 2+ hour ago (277+ words) Former Palantir employee Vinu Ganesh, who once led an internal program for future forward-deployed engineers (FDEs), believes that many tech companies have misunderstood the profession. Instead of engineers who help improve products based on real customer problems, FDEs are increasingly…...
“Half a day instead of two hours”: how a Fullstack developer resisted token costs when creating an AI bot
6+ day, 2+ hour ago (367+ words) dev.ua dev.ua - Do Not Process My Personal Information If you wish to opt-out of the sale, sharing to third parties, or processing of your personal or sensitive information for targeted advertising by us, please use the below opt-out…...
Ukrainian AI platform Lapathoniia has opened public access to its models via an OpenAI-compatible API
1+ week, 3+ hour ago (199+ words) The Ukrainian platform Lapathoniia has exited closed beta testing and opened registration for all interested parties. From now on, developers, researchers, and companies can integrate domestic artificial intelligence into their own products using a standard API compatible with OpenAI. The…...
“Claude can generate test cases for requirements that are not in the product.” Senior QA engineer explained how to use AI to analyze business requirements before creating test cases
1+ week, 3+ day ago (449+ words) The QA engineer shared this on Linkedin. “Claude can easily generate very good test cases for business requirements that are nowhere near present in your product,” notes Dyka. The model can be asked to look for gaps in requirements. For…...