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Latest in AI, tech industry insights, and news from a team with 25+ years of building enterprise-grade software. Plus #ExadelHiring alerts that might just end your job hunt. Welcome ๐Ÿš€

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AI is changing software engineering, but not in the way most people think. Exadel's Chief Data and AI Officer, Karol Przystalski, joined The Recursive Podcast to discuss the future of enterprise AI, the evolution of software engineering, and how Exadel Colleague is helping engineering teams focus on higher-value work. In this conversation: ๐Ÿ”น Why AI adoption is shifting from experimentation to real business value ๐Ÿ”น The difference between AI-enabled development and AI-native engineering ๐Ÿ”น How to measure AI ROI beyond token usage ๐Ÿ”น Why the future of engineering is built around collaboration between people and AI ๐ŸŽง Watch the full conversation here.

June has a way of making everything feel possible โ˜€๏ธNew plans, new goals, and maybe even a new job! โœ”๏ธ Meaningful projects wi
June has a way of making everything feel possible โ˜€๏ธNew plans, new goals, and maybe even a new job! โœ”๏ธ Meaningful projects with Fortune 500 clients โœ”๏ธ Remote, hybrid, or in-office โœ”๏ธ Learning & development support โœ”๏ธ Experienced international teams โœ”๏ธ Exadelโ€™s internal engineering communities where you can learn, mentor, and connect with like-minded experts Explore the open roles๐Ÿ‘‡ ๐ŸŒ Senior Data Engineer (ADB + Python) ๐Ÿ“ Bulgaria, Poland, Uzbekistan, Romania, Georgia ๐ŸŒ Senior Data Engineer ๐Ÿ“ Bulgaria, Hungary, Poland ๐ŸŒ Senior Data Engineer (Databricks, SQL) ๐Ÿ“Bulgaria, Poland , Romania ๐ŸŒ Senior/Lead Data Engineer (Databricks, Power BI) ๐Ÿ“ Bulgaria, Poland , Romania ๐ŸŒ Senior Site Reliability Engineer (Ruby/Java + DevOps) ๐Ÿ“ Bulgaria, Georgia, Lithuania, Poland, Romania, Uzbekistan ๐ŸŒ Senior Fullโ€‘Stack Software Engineer (Java, Python, Node.js, React) ๐Ÿ“ Poland ๐ŸŒ Senior Software Engineer GitHub ๐Ÿ“ Sรฃo Paulo ๐ŸŒ Senior AI Prompt Engineer ๐Ÿ“ Sรฃo Paulo Check out all the roles here.

What are x and y?
Anonymous voting

With AI news, launches, and hot takes flooding our feeds every day, itโ€™s becoming harder to separate signal from noise. As a
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With AI news, launches, and hot takes flooding our feeds every day, itโ€™s becoming harder to separate signal from noise. As a result, assumptions about AI are everywhere โ€“ how it should be built, adopted, governed, and integrated into our work. โ–ถ๏ธ In this carousel, Karol Przystalski, Exadel's Chief AI Officer, takes a closer look at five assumptions shaping today's AI conversations and explores where reality may be more nuanced than it seems. What AI assumption do you think the industry should challenge next? Letโ€™s continue the conversation in the comments ๐Ÿ‘‡

We're halfway through the year. How's your career feeling? If you're ready for a new challenge, new projects, or a new team,
We're halfway through the year. How's your career feeling? If you're ready for a new challenge, new projects, or a new team, we are hiring ๐Ÿ“ฃ At Exadel, you'll find global opportunities, flexible work options, and a culture built around continuous growth. Check out our open roles and apply today. ๐Ÿ‘‡ ๐ŸŒ Data Architect ๐Ÿ“ Bulgaria, Georgia, Poland, Romania, Uzbekistan ๐ŸŒ Senior Cloud FinOps Analyst ๐Ÿ“ Bulgaria, Hungary, Poland ๐ŸŒ Lead Data Engineer ๐Ÿ“ Bulgaria, Georgia, Poland, Romania ๐ŸŒ Data / AI Governance SME ๐Ÿ“ Bulgaria, Georgia, Poland, Romania ๐ŸŒ Software Architect (.NET) ๐Ÿ“ Bulgaria, Poland, Uzbekistan, Romania, Georgia Check out all the positions here.

One day, the following conversation took place among a group of friends (A,B,C): โ€œYouโ€™re lying!โ€ said A to B. โ€œNo, itโ€™s C whoโ€™s lying!โ€ replied B. โ€œWhatโ€™s wrong with you guys?Youโ€™re both natural liars, everyone already knows that!โ€ โ€” C snapped.

What does it take to help teams move forward when challenges, priorities, and perspectives don't always align? We sat down wi
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What does it take to help teams move forward when challenges, priorities, and perspectives don't always align? We sat down with Rogerio Pagliuso, Delivery Manager at Exadel Brazil, to talk about leadership, lifelong learning, and the human side of working in global teams. In this conversation, Rogerio reflects on the moments that shaped his career and shares his advice for LATAM engineers looking to succeed on global teams. Take a look behind the scenes of his journey ๐Ÿ‘‡ And if you're considering joining Exadel Brazil, check out our open positions here and apply today. ๐Ÿ‡ง๐Ÿ‡ท

Imagine if your next job started with this exact post. Wellโ€ฆ it actually could, because itโ€™s a hiring day at Exadel โญ โœ”๏ธ Work
Imagine if your next job started with this exact post. Wellโ€ฆ it actually could, because itโ€™s a hiring day at Exadel โญ โœ”๏ธ Work on global projects with Fortune 500 clients โœ”๏ธ Choose your setup โ€” remote, hybrid, or in-office โœ”๏ธ Grow with learning & development support โœ”๏ธ Collaborate with experienced international teams Check out the open roles and apply today ๐Ÿ‘‡ ๐ŸŒ GenAI Senior Automation QA (Playwright+TS) ๐Ÿ“ Bulgaria, Poland, Uzbekistan, Romania, Georgia, Armenia ๐ŸŒ Senior Full Stack Developer (React) ๐Ÿ“ Bulgaria, Poland ๐ŸŒ Lead Data Engineer (ADB + Python) ๐Ÿ“ Bulgaria, Poland, Uzbekistan, Romania, Georgia, Armenia ๐ŸŒ QA Manager ๐Ÿ“ Poland, Bulgaria ๐ŸŒ Senior Mobile App Developer (Android) ๐Ÿ“ Poland ๐ŸŒ AI Solutions Architect ๐Ÿ“ Canada ๐ŸŒ Business Analyst ๐Ÿ“ Canada, Brazil โ–ถ๏ธ See all of our open roles here: https://exadel.com/careers/careers/?utm_source=social_media_talent_day&utm_medium=free&utm_campaign=tg_careers_page_27_06_26&utm_content=post

If youโ€™re a dev, youโ€™ve seen the "vibe-coding" trap: AI generates code in seconds, but you spend hours fixing the technical d
If youโ€™re a dev, youโ€™ve seen the "vibe-coding" trap: AI generates code in seconds, but you spend hours fixing the technical debt and fragile architecture it leaves behind. At Exadel, our engineering teams decided that wasn't good enough. So instead of creating another tool to babysit, they built a peer that actually understands the SDLC. Meet Exadel Colleague โ€“ a patent-pending Agentic SDLC Peer designed around Story-to-Code workflows, TDD/BDD-first execution, and real engineering environments. By handling routine low-to-mid complexity tickets autonomously, Colleague has recovered 120+ hours of engineering time per project in our pilots. We are very proud of our people, always aligned with innovation and ready to build solutions that solve real problems ๐Ÿ‘ Want to join the team behind Exadel Colleague? Explore our open roles and apply now.

๐Ÿ‡ง๐Ÿ‡ฌ Hey, Bulgaria! Weโ€™re hiring developers ready to work on meaningful global projects, grow their expertise, and collaborat
๐Ÿ‡ง๐Ÿ‡ฌ Hey, Bulgaria! Weโ€™re hiring developers ready to work on meaningful global projects, grow their expertise, and collaborate with experienced international teams. โœ”๏ธ Flexible work formats โ€” remote, hybrid, or in-office โœ”๏ธ Projects for Fortune 500 clients โœ”๏ธ Learning & development support โœ”๏ธ Modern tech stacks and strong engineering communities Check out our open roles and apply today ๐Ÿ‘‡ ๐ŸŒ Lead Software Engineer (.NET) ๐ŸŒ Senior Software Engineer (C++) ๐ŸŒ QA Manager ๐ŸŒ Senior IAM Engineer (Okta) ๐ŸŒ Senior Data Engineer (Snowflake) Check out all of our open roles in every location here. #ExadelHiring

Claude VS GPT? Claude Opus 4.7 is the stronger pick for repo-level bug fixing, tool-heavy orchestration, and math-light agent
Claude VS GPT? Claude Opus 4.7 is the stronger pick for repo-level bug fixing, tool-heavy orchestration, and math-light agentic workflows; GPT-5.5 holds the edge on shell/DevOps automation, web research, and hard math. A few things worth knowing: ๐Ÿ”น Repo bug fixing โ€” Opus 4.7 leads SWE-bench Pro by ~6 points. For multi-file, multi-language fixes running unsupervised, the gap is real. ๐Ÿ”น Shell & DevOps โ€” GPT-5.5 wins Terminal-Bench by 13 points. If your agent runs pipelines, not pull requests, GPT has advantage. ๐Ÿ”น Web research โ€” GPT-5.5 leads BrowseComp by ~5 points on standard tier. The Pro tier pushes that further, but at 6x the output price. ๐Ÿ”น Math โ€” GPT-5.5 leads. For numerical-precision workflows, that's the one to pick. ๐Ÿ”น Cost โ€” both start at $5/MTok input. Output is $25 (Claude) vs $30 (GPT). Factor in Opus 4.7's updated tokenizer, which can increase token count by up to 35% โ€” run eval before assuming cheaper Precision coding & tool orchestration โ†’ Claude Shell automation, research & math โ†’ GPT ๐Ÿ‘‡

A frontend rewrite estimated to take several weeks, while Claude Code generated the core architecture in 30 minutes. But this
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A frontend rewrite estimated to take several weeks, while Claude Code generated the core architecture in 30 minutes. But this story isnโ€™t really about speed. Itโ€™s more about what happens when an experienced engineer learns how to orchestrate AI effectively. In this breakdown, Abe Raouh, Data Science Engineer at Exadel, shares how he used AI orchestration to rebuild a production frontend using: TypeScript, Next.js, and shadcn/ui. โœ”๏ธAI-generated code becomes dramatically more useful when the system understands both the intent (documentation) and the reality (existing code). Find out more ๐Ÿ‘‡

The industry is pushing AI tools that generate code fast, but create technical debt even faster. So our teams at Exadel built
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The industry is pushing AI tools that generate code fast, but create technical debt even faster. So our teams at Exadel built something different: Exadel Colleague, an Agentic SDLC Peer built by engineers, for engineers. โœ”๏ธ Built on a patent-pending TDD/BDD-first harness, Colleague was designed to be the kind of โ€œcolleagueโ€ weโ€™d actually want to work with: โžœ lives in Jira and Git โžœ picks up low-to-mid complexity tickets in the background while devs focus on architecture โžœ wonโ€™t open a PR until the tests pass In our trials, weโ€™ve reclaimed 120+ hours of engineering time per project. Thatโ€™s 120 hours given back to our developers to innovate, not just maintain. Proud of the Exadel teams behind this project and the philosophy driving it: AI for engineers. Not engineers for AI. Find out more about Exadel Colleague ๐Ÿ”ผ And join the team behind the project here. ๐Ÿ˜‰

The Data: ๐Ÿƒ Walking Speed: 15 km/h ๐Ÿ›ต Moped Speed: 60 km/h ๐Ÿ“ Distance: 300 km The Goal: All three arrive as fast as possible.

Olรก, Brasil ๐Ÿ‡ง๐Ÿ‡ท Weโ€™re hiring developers who want more โ€” more impact, more growth, more flexibility. At Exadel, youโ€™ll: โœ”๏ธWor
Olรก, Brasil ๐Ÿ‡ง๐Ÿ‡ท Weโ€™re hiring developers who want more โ€” more impact, more growth, more flexibility. At Exadel, youโ€™ll: โœ”๏ธWork on global projects with Fortune 500 clients โœ”๏ธChoose your setup โ€” remote, hybrid, or in-office โœ”๏ธKeep growing with learning & development support โœ”๏ธCollaborate with experienced, high-performing teams โœ”๏ธBecome a part of internal engineering communities Check the open roles and make your move ๐Ÿ‘‡ ๐ŸŒ Business Analyst (Emissions) ๐ŸŒ Senior Data Engineer (Databricks, SQL) ๐ŸŒ Full-stack Software Engineer (Vue.js & Python) ๐ŸŒ Senior Product Owner ๐ŸŒ Senior Software Engineer (Java, Quarkus) ๐Ÿ”—All active positions on our website. #ExadelHiring

If you had to start a greenfield project today, which backend language would you pick?
Anonymous voting

Have a great week, everyone! May your bugs be merciful ๐Ÿ˜„
Have a great week, everyone! May your bugs be merciful ๐Ÿ˜„

Bulgaria, your next job in tech might be right here ๐Ÿ‡ง๐Ÿ‡ฌ Join Exadel Bulgaria and take control of how you work. Weโ€™re looking
Bulgaria, your next job in tech might be right here ๐Ÿ‡ง๐Ÿ‡ฌ Join Exadel Bulgaria and take control of how you work. Weโ€™re looking for developers ready to build real things, grow their skills, and work with teams that push them forward. โœ”๏ธ Flexible work โ€” remote, hybrid, or in-office โœ”๏ธ Global projects with Fortune 500 clients โœ”๏ธ Learning & development support โœ”๏ธ Strong engineering communities Youโ€™ll keep learning, stay challenged, and be part of a team that values your input. Check out the open roles and apply today. ๐Ÿ‘‡ ๐ŸŒ Middle Full-Stack Software Engineer (.NET, React) ๐ŸŒ Senior Automation QA (Playwright) ๐ŸŒ Senior/Lead Machine Learning Engineer ๐ŸŒ Senior Full-Stack Software Engineer (Python/Node.js, React) ๐ŸŒ Senior Data Engineer (Databricks) ๐ŸŒ Architect AI Engineer Check out all of our active positions on our website. #ExadelHiring

Anthropic held back "Mythos" and shipped a governed "Opus 4.7" instead. Is "Intentional Constraint" the right move for AI labs?
Anonymous voting