Victoria Golovtseva

“I need a new career” can mean very different things. • Sometimes the profession no longer fits. • Sometimes the real problem is the company, the workload, the lack of control or a conflict with your values. • And sometimes you are trying to make a major career decision while completely exhausted. That distinction matters. Because changing professions will not automatically solve a problem that may follow you into the next role. In my new article, I explore one question I work with regularly during career consultations: 𝗗𝗼 𝘆𝗼𝘂 𝗻𝗲𝗲𝗱 𝗮 𝗻𝗲𝘄 𝗰𝗮𝗿𝗲𝗲𝗿—𝗼𝗿 𝗮𝗿𝗲 𝘆𝗼𝘂 𝘁𝗿𝘆𝗶𝗻𝗴 𝘁𝗼 𝗲𝘀𝗰𝗮𝗽𝗲 𝗯𝘂𝗿𝗻𝗼𝘂𝘁? Before you start again from zero, it is worth understanding what actually needs to change. Read the article, then check my services page to explore how we can define your next move together—through a focused consultation or a longer career program. 👋 𝘕𝘦𝘸 𝘩𝘦𝘳𝘦? 𝘐'𝘮 𝘝𝘪𝘤𝘵𝘰𝘳𝘪𝘢, 𝘊𝘰𝘯𝘵𝘦𝘯𝘵 𝘔𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘔𝘢𝘯𝘢𝘨𝘦𝘳 𝘢𝘯𝘥 𝘤𝘦𝘳𝘵𝘪𝘧𝘪𝘦𝘥 𝘤𝘢𝘳𝘦𝘦𝘳 𝘤𝘰𝘯𝘴𝘶𝘭𝘵𝘢𝘯𝘵. 𝘏𝘦𝘳𝘦 𝘐 𝘴𝘩𝘢𝘳𝘦 𝘈𝘐 𝘸𝘰𝘳𝘬𝘧𝘭𝘰𝘸𝘴 𝘧𝘰𝘳 𝘮𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘢𝘯𝘥 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘵𝘦𝘢𝘮𝘴, 𝘸𝘳𝘪𝘵𝘦 𝘢𝘣𝘰𝘶𝘵 𝘈𝘵𝘭𝘢𝘴𝘴𝘪𝘢𝘯 𝘵𝘰𝘰𝘭𝘴 𝘢𝘯𝘥 𝘱𝘳𝘰𝘤𝘦𝘴𝘴𝘦𝘴, 𝘢𝘯𝘥 𝘰𝘤𝘤𝘢𝘴𝘪𝘰𝘯𝘢𝘭𝘭𝘺 𝘵𝘩𝘪𝘯𝘬 𝘰𝘶𝘵 𝘭𝘰𝘶𝘥 𝘢𝘣𝘰𝘶𝘵 𝘈𝘐, 𝘵𝘩𝘦 𝘫𝘰𝘣 𝘮𝘢𝘳𝘬𝘦𝘵, 𝘢𝘯𝘥 𝘸𝘩𝘦𝘳𝘦 𝘢𝘭𝘭 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘩𝘦𝘢𝘥𝘪𝘯𝘨. 🙂 𝘍𝘰𝘭𝘭𝘰𝘸 𝘮𝘦 𝘧𝘰𝘳 𝘮𝘰𝘳𝘦 🔔

Atlassian just made its biggest move yet toward AI-native software development. Jira is being rebuilt around agents, and today's announcement changes how engineering teams will plan, delegate, and review work. You can now assign work items directly to Claude Code, Cursor, or GitHub Copilot. Every agent session stays visible inside Jira instead of disappearing into someone's terminal. Routine fixes can be routed to agents through automation rules, with every step tied back to the original request. The number behind all of this: in Atlassian's longitudinal study with DX, AI usage across engineering teams grew by 65%. Developer velocity grew by 10-15%. That gap is what this launch is built to close. And the internal benchmarking hints at how: agents enriched with Teamwork Graph context delivered 44% more accurate results while using 48% fewer tokens. Same models, same agents. The difference was the context around them. As an Atlassian Community Champion, I've watched this direction build for months, and today's announcement confirms a pattern I want to unpack properly. There's a reason this launch looks the way it does, and it's bigger than the feature list suggests. We at TitanApps are now working on our own blog piece on the topic with unique use cases from our team, stay tuned :) Explore the link to Atlassian blog post on the topic in comments. #AtlassianCommunityChampions #ROVO #AISDLC

I searched “Jira tutorial for beginners” on YouTube last week. The first three results had: 1.2 million views. 847K views. 623K views. They were uploaded in 2021, 2022, and 2024. People are still learning Jira fundamentals from YouTube every day, at a scale that genuinely surprised me. Yet most vendors in the Atlassian ecosystem still treat creator content as background noise rather than a distribution channel. This year, I looked more closely at how creator collaborations perform. One finding stood out: vendors may be stopping partnerships that are working because the dashboard makes them look ineffective. I nearly made the same mistake. In the article, I explore who is shaping your future customers’ understanding of Jira, what creators need instead of traditional marketing assets, and how to distinguish a performance problem from a measurement problem. Have you worked with creators in the Atlassian Ecosystem? What did your data actually show? 👋 𝘕𝘦𝘸 𝘩𝘦𝘳𝘦? 𝘐'𝘮 𝘝𝘪𝘤𝘵𝘰𝘳𝘪𝘢, 𝘊𝘰𝘯𝘵𝘦𝘯𝘵 𝘔𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘔𝘢𝘯𝘢𝘨𝘦𝘳 𝘢𝘯𝘥 𝘤𝘦𝘳𝘵𝘪𝘧𝘪𝘦𝘥 𝘤𝘢𝘳𝘦𝘦𝘳 𝘤𝘰𝘯𝘴𝘶𝘭𝘵𝘢𝘯𝘵. 𝘏𝘦𝘳𝘦 𝘐 𝘴𝘩𝘢𝘳𝘦 𝘈𝘐 𝘸𝘰𝘳𝘬𝘧𝘭𝘰𝘸𝘴 𝘧𝘰𝘳 𝘮𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘢𝘯𝘥 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘵𝘦𝘢𝘮𝘴, 𝘸𝘳𝘪𝘵𝘦 𝘢𝘣𝘰𝘶𝘵 𝘈𝘵𝘭𝘢𝘴𝘴𝘪𝘢𝘯 𝘵𝘰𝘰𝘭𝘴 𝘢𝘯𝘥 𝘱𝘳𝘰𝘤𝘦𝘴𝘴𝘦𝘴, 𝘢𝘯𝘥 𝘰𝘤𝘤𝘢𝘴𝘪𝘰𝘯𝘢𝘭𝘭𝘺 𝘵𝘩𝘪𝘯𝘬 𝘰𝘶𝘵 𝘭𝘰𝘶𝘥 𝘢𝘣𝘰𝘶𝘵 𝘈𝘐, 𝘵𝘩𝘦 𝘫𝘰𝘣 𝘮𝘢𝘳𝘬𝘦𝘵, 𝘢𝘯𝘥 𝘸𝘩𝘦𝘳𝘦 𝘢𝘭𝘭 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘩𝘦𝘢𝘥𝘪𝘯𝘨. 🙂 𝘍𝘰𝘭𝘭𝘰𝘸 𝘮𝘦 𝘧𝘰𝘳 𝘮𝘰𝘳𝘦 🔔

Recurring tasks are easy to create in Jira. Recurring processes are harder. A monthly content report looks like one issue that reappears every month. In reality, it carries a structure: deadlines, links, changing dates, and 15 steps that should stay identical every single time. Mine used to live in my memory and a copied document. Then I skipped one metric two months in a row, and the trend data broke. The full story is in the article, and it's the reason this system exists. Now, on the first working day of each month, the report appears in my Jira backlog on its own. Right period, assignee, due date, instructions, and the full checklist already inside. Built with Smart Templates and Smart Checklist, no automation rules to maintain. The system handles the repetition. I handle the analysis. I wrote a practical breakdown of how the workflow works, where native Jira is already enough, and when templates start earning their place. With screenshots from my real June report. If you run recurring reporting differently, tell me where your setup breaks. That's always the interesting part. #AtlassianCommunityChampion 👋 𝘕𝘦𝘸 𝘩𝘦𝘳𝘦? 𝘐'𝘮 𝘝𝘪𝘤𝘵𝘰𝘳𝘪𝘢, 𝘊𝘰𝘯𝘵𝘦𝘯𝘵 𝘔𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘔𝘢𝘯𝘢𝘨𝘦𝘳 𝘢𝘯𝘥 𝘤𝘦𝘳𝘵𝘪𝘧𝘪𝘦𝘥 𝘤𝘢𝘳𝘦𝘦𝘳 𝘤𝘰𝘯𝘴𝘶𝘭𝘵𝘢𝘯𝘵. 𝘏𝘦𝘳𝘦 𝘐 𝘴𝘩𝘢𝘳𝘦 𝘈𝘐 𝘸𝘰𝘳𝘬𝘧𝘭𝘰𝘸𝘴 𝘧𝘰𝘳 𝘮𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘢𝘯𝘥 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘵𝘦𝘢𝘮𝘴, 𝘸𝘳𝘪𝘵𝘦 𝘢𝘣𝘰𝘶𝘵 𝘈𝘵𝘭𝘢𝘴𝘴𝘪𝘢𝘯 𝘵𝘰𝘰𝘭𝘴 𝘢𝘯𝘥 𝘱𝘳𝘰𝘤𝘦𝘴𝘴𝘦𝘴, 𝘢𝘯𝘥 𝘰𝘤𝘤𝘢𝘴𝘪𝘰𝘯𝘢𝘭𝘭𝘺 𝘵𝘩𝘪𝘯𝘬 𝘰𝘶𝘵 𝘭𝘰𝘶𝘥 𝘢𝘣𝘰𝘶𝘵 𝘈𝘐, 𝘵𝘩𝘦 𝘫𝘰𝘣 𝘮𝘢𝘳𝘬𝘦𝘵, 𝘢𝘯𝘥 𝘸𝘩𝘦𝘳𝘦 𝘢𝘭𝘭 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘩𝘦𝘢𝘥𝘪𝘯𝘨. 🙂 𝘍𝘰𝘭𝘭𝘰𝘸 𝘮𝘦 𝘧𝘰𝘳 𝘮𝘰𝘳𝘦 🔔

Amsterdam is the next milestone in a journey that started almost two years ago. ✈️ I joined the Atlassian Ecosystem at the end of 2024 as “the marketing person who uses Jira.” Since then, I have: • written Atlassian Community articles, including ones that reached 50K+ views • shared my experience on Atlassian tools and marketing for Marketplace apps here on LinkedIn • attended Work Evolution Summits and Bucharest Atlassian Community Events • met more and more brilliant people across the ecosystem • officially become an Atlassian Community Champion for Content Creation at the beginning of 2026 🎉 None of this happened quickly. Every article, post, event, conversation, and new connection brought me a little closer to this point: I’m going to Team ’26 Europe in Amsterdam, my first major Atlassian flagship event. And it feels like much more than another conference. It is a chance to meet old friends, finally meet online connections in person, make new ones, and spend three days talking about teamwork, AI, the future of work, and everything beyond it. So, to my old and new Atlassian friends: see you in Amsterdam on October 6–8. 💙 It will be a pleasure to meet, exchange ideas, and probably discuss content, Marketplace apps, AI, and the future of work for much longer than planned. :) And because I am going there as a Content Creator Champion, you can expect daily reviews from me, starting with the Champions workshop and ending with Bash. Planning to join us? Use the Community discount code **TEAM26COMM-20** to get **20% off your registration**. Feel free to share it with your Atlassian chapter and Community peers too. Registration link is in the first comment. The next chapter of my Atlassian journey begins in Amsterdam. Who else is going? #AtlassianTeam26Europe #AtlassianChampions

For years, one of the most annoying parts of SaaS content marketing for me was not writing. It was everything around the writing. • Product screenshots with realistic data. • Infographics. • Landing page mockups. • Webinar slides. • Website planning visuals. Especially when you work with technical products, the challenge is rarely “create more content.” The real challenge is making product value visible. I’ve been testing Claude Design in my content workflow for Atlassian Marketplace apps, and the most useful part is not that it can generate visuals. The useful part is that it helps me move faster from: Jira screenshot → product story Feature explanation → infographic Landing page copy → mockup Website idea → visual structure Community/webinar topic → presentation draft But there is a catch. Claude Design works well only when it has a strong foundation: detailed brand guidelines, Figma assets, product context, and examples you are happy to reuse as references. Without that, it can easily create polished but generic SaaS visuals. I wrote a detailed article about how I actually use it in SaaS content marketing: populated screenshots, infographics, landing page mockups, presentations, and website planning. The main takeaway: Claude Design does not replace designers. It helps content marketers make product value visible faster. #AtlassianCommunityChampions ----------- 👋 𝘕𝘦𝘸 𝘩𝘦𝘳𝘦? 𝘐'𝘮 𝘝𝘪𝘤𝘵𝘰𝘳𝘪𝘢, 𝘢 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘮𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘮𝘢𝘯𝘢𝘨𝘦𝘳 𝘢𝘯𝘥 𝘤𝘦𝘳𝘵𝘪𝘧𝘪𝘦𝘥 𝘤𝘢𝘳𝘦𝘦𝘳 𝘤𝘰𝘯𝘴𝘶𝘭𝘵𝘢𝘯𝘵. 𝘏𝘦𝘳𝘦 𝘐 𝘴𝘩𝘢𝘳𝘦 𝘈𝘐 𝘸𝘰𝘳𝘬𝘧𝘭𝘰𝘸𝘴 𝘧𝘰𝘳 𝘮𝘢𝘳𝘬𝘦𝘵𝘪𝘯𝘨 𝘢𝘯𝘥 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘵𝘦𝘢𝘮𝘴, 𝘸𝘳𝘪𝘵𝘦 𝘢𝘣𝘰𝘶𝘵 𝘈𝘵𝘭𝘢𝘴𝘴𝘪𝘢𝘯 𝘵𝘰𝘰𝘭𝘴 𝘢𝘯𝘥 𝘱𝘳𝘰𝘤𝘦𝘴𝘴𝘦𝘴, 𝘢𝘯𝘥 𝘰𝘤𝘤𝘢𝘴𝘪𝘰𝘯𝘢𝘭𝘭𝘺 𝘵𝘩𝘪𝘯𝘬 𝘰𝘶𝘵 𝘭𝘰𝘶𝘥 𝘢𝘣𝘰𝘶𝘵 𝘈𝘐, 𝘵𝘩𝘦 𝘫𝘰𝘣 𝘮𝘢𝘳𝘬𝘦𝘵, 𝘢𝘯𝘥 𝘸𝘩𝘦𝘳𝘦 𝘢𝘭𝘭 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘩𝘦𝘢𝘥𝘪𝘯𝘨. 🙂 𝘍𝘰𝘭𝘭𝘰𝘸 𝘮𝘦 𝘧𝘰𝘳 𝘮𝘰𝘳𝘦 🔔

A few weeks ago I admitted that AI made me more productive than ever, and almost broke me in the process. I thought that was a me problem. Some discipline thing I'd eventually sort out. Then I actually read the research, and it turns out I'm not special. Marketers report the highest rate of AI fatigue of any profession, and there's now a Harvard Business Review study to explain why. So I wrote the sequel. About what I'm seeing from inside the Atlassian Ecosystem, and why adding another agent is quietly frying the people it was meant to help. Short version: more agents doesn't mean more productivity. Every one you switch on is one more thing to babysit, and that's the part wearing you down. Full piece linked below. How many tools are in your stack right now that nobody can actually prove anything about? 👇 #AtlassianChampions #RovoStudio

I’m reading Forbes right now about 2026 labor market trends and, honestly, I’m really satisfied. Because for the last twenty years, the world has been pretty condescending toward humanistic skills and the people who practice them. You know the classics: “Anyone can talk.” “Soft skills aren’t a real profession.” “Go get a proper qualification.” “Programmers are the future. Your communications degree is… what exactly?” Then 2026 arrives. And labor market experts suddenly start writing some very interesting things. Behavioral science specialist Jen Paterno says outright that the term “soft skills” is actually a terrible and somewhat demeaning label. Because the skills that are now becoming the most valuable are emotional intelligence, resilience, the ability to negotiate, influence people, build relationships, and hold attention. Which is, excuse me, literally everything the corporate world was quietly laughing at not that long ago. Now they’re proposing to call these power skills. Well, of course! AI can already write code, analyze data, build presentations, and generate content at industrial scale. But genuinely reading another person, catching tone, steadying a team in a hard moment, conducting a difficult conversation, earning real trust? Still not quite there. Another expert, Holger Reisinger from Jabra, writes that Gen Z expects from leaders not just technical literacy, but actual human qualities: the ability to have real conversations, work alongside people, and build relationships. We ran so hard toward efficiency, automation, and technology that somewhere along the way we lost track of the humans in the room. And now the labor market has apparently rediscovered them. I won’t pretend I’m watching the soft-to-power metamorphosis with anything other than quiet delight. If you spent years being told your people skills weren’t a career: the market just caught up with you.

I built my first vibe-coded app. It's about football. Obviously that's what you'll expect from a marketer :)))) Some context: I grew up watching football with my father. World Cups, late nights, very serious sofa debates about who should have passed and why the referee was clearly blind. If you've ever argued with a TV, you know the genre. So when my husband suggested comparing AI models through football predictions, it took me about five minutes to say yes. I built a World Cup 2026 tracker with Claude Code Fable 5. I also wanted to test the latest Fable :))) It shows predictions, probabilities, team ratings, and full tournament simulations. Right now the model thinks Spain lifts the trophy. Feel free to disagree in the comments. The model can't read them, but I can. The experiment itself is simple. Three models: ChatGPT 5.5 Extra High, Claude Fable 5, Gemini 3.1 Pro.  The public tracker runs on Claude's predictions; the other two I'll test locally. What I actually want to find out goes beyond match results: Can AI explain uncertainty clearly?  Can it stay honest about confidence instead of just sounding sure?  Can it adjust when new data comes in? Because "confidently written" and "actually useful" are two very different qualities in a prediction. In football and in content. I'll share weekly updates: who's winning, who's burning through their bank too fast, which predictions were surprisingly smart or embarrassingly wrong. Later I want to add voting in the app, so you can make your own winners in matches :)))  Link is in the first comment. Let's see who understands football better: ChatGPT, Claude, Gemini, or humans. ⚽ ------ I'm Victoria: content marketing at TitanApps, Atlassian Community Champion, certified career coach. I write about AI workflows, Atlassian teamwork solutions, and career change in the AI era.

Quite a few of you connected with me after #WES2026 last week. So before you start wondering who this person from the rooftop photos is, let me introduce myself properly. I'm Victoria. By day, I run content marketing at TitanApps, the Atlassian Marketplace vendor behind Smart Tools for Jira. The rest of the time, I work as a certified career coach for professionals figuring out their next move in the AI era. Two jobs that turned out to be the same job: taking something complex and turning it into a route someone can follow. My path here was anything but straight. Content writer, strategist, head of content, agency owner. At some point I ran an education agency that helped 200+ people choose where to study abroad. In 2024 I lost my biggest projects and rebuilt from scratch. That year taught me more about careers than any certification did. Though I got the certification too later on :). What you'll find here if you stay 👇 1. Content systems + AI. How I build content & marketing workflows at TitanApps: research, briefs, drafting, AEO. What works and what breaks. 2. Jira for marketers. I'm an #AtlassianCommunityChampion, and a few of my Community articles passed 20K views. I share what marketing teams can borrow from developer toolkits and what we as marketers can do with Atlassian tools. 3. Careers in the AI era. Career change in all its forms: the questions my consulting clients bring me every week, and what I see happening to marketing roles from inside one. And one more thing. Right now I'm building the full AI stack of my own business, and will share some staff in public. Vibecoding my website. An AI photosession instead of a studio. Content planning with my own AI workflows. A YouTube channel and ads are next in line. I'll be honest: I don't know yet which of these will work. You'll see the results here either way, including the failed experiments. I only hope that I will finally create my Second Brain with AI on the way :) because chaos is my friend. Also on the 2026 map: #Team26Europe in Amsterdam. If you're going too, let's meet there. The Hague beaches are calling me back as well 🌊 So, welcome. Tell me in the comments who you are and what you do. :) I'm curious to know you :)