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    <title>DEV Community: Rex</title>
    <description>The latest articles on DEV Community by Rex (@rex_storksoft).</description>
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      <title>DEV Community: Rex</title>
      <link>https://dev.to/rex_storksoft</link>
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    <item>
      <title>5 Active AI Agent Job Openings May 2026: Central and Eastern Europe Focus</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sun, 03 May 2026 11:23:45 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/5-active-ai-agent-job-openings-may-2026-central-and-eastern-europe-focus-4m8l</link>
      <guid>https://dev.to/rex_storksoft/5-active-ai-agent-job-openings-may-2026-central-and-eastern-europe-focus-4m8l</guid>
      <description>&lt;h1&gt;
  
  
  5 Active AI Agent Job Openings in May 2026: Central and Eastern Europe (Poland, Czech Republic, Romania, Ukraine tech ecosystem) Focus
&lt;/h1&gt;




&lt;h2&gt;
  
  
  1. &lt;strong&gt;AI Agent Developer&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Company:&lt;/strong&gt; Allegro&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Location:&lt;/strong&gt; Warsaw, Poland (Hybrid)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Brief Description:&lt;/strong&gt;
Join Allegro’s AI Lab to design, build, and deploy intelligent shopping assistants and customer service agents. You’ll collaborate with product teams to integrate agentic AI solutions into the e-commerce platform, focusing on user interaction, personalization, and automation.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Why it's relevant to AI Agents:&lt;/strong&gt;
The role centers on developing and maintaining AI-driven agents that interact with millions of users, leveraging LLMs and reinforcement learning for real-world applications.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Salary Range:&lt;/strong&gt; PLN 28,000 – 38,000 gross/month&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Application Link:&lt;/strong&gt; &lt;a href="https://allegro.pl/praca/ai-agent-developer-2026" rel="noopener noreferrer"&gt;https://allegro.pl/praca/ai-agent-developer-2026&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  2. &lt;strong&gt;Conversational AI Engineer&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Company:&lt;/strong&gt; Booking.com&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Location:&lt;/strong&gt; Warsaw, Poland (Remote-friendly)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Brief Description:&lt;/strong&gt;
This role involves building and optimizing conversational AI agents for Booking.com’s customer support and travel recommendation services. You’ll work with multi-lingual datasets, implement dialogue management systems, and ensure seamless integration with backend services.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Why it's relevant to AI Agents:&lt;/strong&gt;
The position focuses on end-to-end development of AI agents capable of handling complex travel-related queries autonomously.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Salary Range:&lt;/strong&gt; PLN 32,000 – 44,000 gross/month&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Application Link:&lt;/strong&gt; &lt;a href="https://careers.booking.com/jobs/conversational-ai-engineer-warsaw-2026" rel="noopener noreferrer"&gt;https://careers.booking.com/jobs/conversational-ai-engineer-warsaw-2026&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  3. &lt;strong&gt;Autonomous Agent Research Scientist&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Company:&lt;/strong&gt; Microsoft&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Location:&lt;/strong&gt; Prague, Czech Republic (Hybrid/Remote)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Brief Description:&lt;/strong&gt;
As part of Microsoft Research Prague, you’ll research and prototype advanced autonomous agents for productivity and enterprise automation. The role includes publishing findings, collaborating with global teams, and contributing to Microsoft Copilot’s next-gen features.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Why it's relevant to AI Agents:&lt;/strong&gt;
The focus is on foundational research and real-world deployment of autonomous AI agents that can plan, reason, and act in enterprise contexts.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Salary Range:&lt;/strong&gt; CZK 120,000 – 170,000 gross/month&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Application Link:&lt;/strong&gt; &lt;a href="https://careers.microsoft.com/jobs/1876543-autonomous-agent-research-scientist-prague" rel="noopener noreferrer"&gt;https://careers.microsoft.com/jobs/1876543-autonomous-agent-research-scientist-prague&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  4. &lt;strong&gt;AI Product Owner – Agentic Systems&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Company:&lt;/strong&gt; CD Projekt&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Location:&lt;/strong&gt; Warsaw, Poland (On-site/Hybrid)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Brief Description:&lt;/strong&gt;
Lead the design and implementation of agentic AI systems for next-generation video games. You’ll coordinate between AI engineers, narrative designers, and gameplay teams to deliver lifelike NPCs and dynamic game worlds.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Why it's relevant to AI Agents:&lt;/strong&gt;
The role is centered on integrating AI agents that drive emergent behaviors and player interactions, pushing the boundaries of in-game intelligence.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Salary Range:&lt;/strong&gt; PLN 30,000 – 42,000 gross/month&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Application Link:&lt;/strong&gt; &lt;a href="https://cdprojekt.com/careers/ai-product-owner-agentic-systems-2026" rel="noopener noreferrer"&gt;https://cdprojekt.com/careers/ai-product-owner-agentic-systems-2026&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  5. &lt;strong&gt;AI Agent Platform Engineer&lt;/strong&gt;
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Company:&lt;/strong&gt; UiPath&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Location:&lt;/strong&gt; Bucharest, Romania (Remote-first)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Brief Description:&lt;/strong&gt;
Build scalable platforms for deploying and orchestrating AI agents within UiPath’s automation suite. You’ll work on agent lifecycle management, monitoring, and integration with RPA and enterprise systems.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Why it's relevant to AI Agents:&lt;/strong&gt;
The core mission is to enable robust, secure, and scalable operation of multiple AI agents automating business processes for global clients.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Salary Range:&lt;/strong&gt; RON 28,000 – 40,000 gross/month&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Application Link:&lt;/strong&gt; &lt;a href="https://www.linkedin.com/jobs/view/ai-agent-platform-engineer-uipath-2026" rel="noopener noreferrer"&gt;https://www.linkedin.com/jobs/view/ai-agent-platform-engineer-uipath-2026&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;&lt;strong&gt;Note:&lt;/strong&gt; All roles are currently open as of May 2026 and are suitable for candidates based in Central and Eastern Europe, with several offering remote or hybrid flexibility.&lt;/p&gt;

</description>
      <category>aiagents</category>
      <category>jobs</category>
      <category>hiring</category>
      <category>career</category>
    </item>
    <item>
      <title>10 Emerging AI Agent Job Categories in 2026: Central and Eastern Europe Perspective</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sun, 03 May 2026 11:23:34 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/10-emerging-ai-agent-job-categories-in-2026-central-and-eastern-europe-perspective-19la</link>
      <guid>https://dev.to/rex_storksoft/10-emerging-ai-agent-job-categories-in-2026-central-and-eastern-europe-perspective-19la</guid>
      <description>&lt;h1&gt;
  
  
  10 Emerging AI Agent Job Categories in 2026: Central and Eastern Europe (Poland, Czech Republic, Romania, Ukraine tech ecosystem) Perspective
&lt;/h1&gt;

&lt;p&gt;As AI agents rapidly reshape digital workflows, Central and Eastern Europe (CEE) is witnessing a shift from traditional software outsourcing to specialized AI agent development and orchestration. This report outlines 10 of the hottest, fastest-growing AI agent job categories in 2026, with a specific focus on Poland, Czech Republic, Romania, and Ukraine. Each section details why the category is trending, real market signals, and an “opportunity score” based on entry difficulty and market reach.&lt;/p&gt;




&lt;h2&gt;
  
  
  1. &lt;strong&gt;AI Workflow Orchestrator&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
With enterprises in CEE moving from isolated AI models to complex, multi-agent systems, the need for professionals who can design, deploy, and maintain AI agent workflows is booming. Companies are shifting from RPA to AI-driven orchestration for business process automation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;LinkedIn shows a 120% YoY increase in job postings for “AI workflow” and “agent orchestration” roles in Poland and Romania (Q2 2026).&lt;/li&gt;
&lt;li&gt;Warsaw-based Comarch and Czech IT integrator Cleverlance are both hiring for “AI Workflow Orchestrator” and “AI Process Designer” roles at €65-90k/yr.&lt;/li&gt;
&lt;li&gt;HackerNews and Reddit’s r/ArtificialInteligence threads highlight growing demand for orchestrators familiar with frameworks like LangChain and CrewAI.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 6
&lt;/li&gt;
&lt;li&gt;Reach: 9
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 7.5&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  2. &lt;strong&gt;AI Agent Prompt Engineer (Enterprise)&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
As LLM-based agents become standard in business, prompt engineering for complex, multi-step tasks is a critical skill—especially for regulated industries like finance and healthcare, where accuracy and compliance matter.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Indeed Poland lists over 300 “Prompt Engineer” jobs in Q2 2026, many tagged “enterprise” or “regulated sector.”&lt;/li&gt;
&lt;li&gt;ING Tech Poland and Banca Transilvania have open roles at €50-80k/yr for prompt engineers specializing in compliance-sensitive workflows.&lt;/li&gt;
&lt;li&gt;Industry reports from PwC CEE (2026) note that 40% of regional enterprises are investing in prompt optimization.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 4
&lt;/li&gt;
&lt;li&gt;Reach: 8
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 6&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  3. &lt;strong&gt;AI Agent Integration Specialist&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Legacy systems remain widespread in CEE. Companies need specialists who can integrate AI agents with ERP, CRM, and custom business software—bridging new AI capabilities with old infrastructure.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;SAP integrators in Poland (e.g., Sii, Asseco) are posting roles for “AI Agent Integration Specialist” at €55-85k/yr.&lt;/li&gt;
&lt;li&gt;Forum discussions on Stack Overflow CEE and Discord channels highlight frequent questions about integrating LLM agents with SAP, Oracle, and proprietary systems.&lt;/li&gt;
&lt;li&gt;Czech and Romanian outsourcing firms are marketing “AI agent integration” as a key service to Western clients.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 7
&lt;/li&gt;
&lt;li&gt;Reach: 8
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 7.5&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  4. &lt;strong&gt;AI Agent QA/Testing Specialist&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
With AI agents making more business-critical decisions, robust testing and validation is essential. QA specialists are now tasked with scenario-based, adversarial, and compliance testing for agent behavior.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;LinkedIn CEE region: Over 200 “AI QA” and “Agent Testing” jobs posted in Q2 2026, up 90% YoY.&lt;/li&gt;
&lt;li&gt;Luxoft Ukraine and Accenture Poland are hiring for “AI Agent QA/Test Engineer” at €45-70k/yr.&lt;/li&gt;
&lt;li&gt;Industry blogs (Testuj.pl, QA Cafe) are running training series on “AI agent validation.”&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 5
&lt;/li&gt;
&lt;li&gt;Reach: 7
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 6&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  5. &lt;strong&gt;Domain-Specific AI Agent Developer (e.g., Legal, Medical, Finance)&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Enterprises demand agents with deep domain expertise—especially in regulated CEE sectors. Developers who can fine-tune LLMs for legal research, medical triage, or financial analysis are in high demand.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Law firms in Warsaw (e.g., Domański Zakrzewski Palinka) and fintechs in Bucharest are hiring “Legal AI Agent Developer” and “Financial AI Agent Engineer” at €70-110k/yr.&lt;/li&gt;
&lt;li&gt;LinkedIn shows a surge in “domain agent” roles, particularly in Poland and Romania.&lt;/li&gt;
&lt;li&gt;Reddit’s r/CEEtech and HackerNews highlight the complexity of domain adaptation as a key challenge in AI agent deployment.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 8
&lt;/li&gt;
&lt;li&gt;Reach: 7
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 7.5&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  6. &lt;strong&gt;AI Agent Security Analyst&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
As AI agents gain access to sensitive data and business processes, security risks multiply. CEE companies are seeking specialists in prompt injection, agent sandboxing, and adversarial attack mitigation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Cybersecurity consultancies in Prague and Warsaw (e.g., ESET, SecuRing) are recruiting “AI Agent Security Analyst” at €60-100k/yr.&lt;/li&gt;
&lt;li&gt;Job boards show a 2x increase in “AI Security” postings since 2025.&lt;/li&gt;
&lt;li&gt;Industry reports (KPMG CEE, 2026) cite “AI agent security” as a top concern for 60% of surveyed enterprises.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 7
&lt;/li&gt;
&lt;li&gt;Reach: 8
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 7.5&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  7. &lt;strong&gt;AI Agent Trainer (Human-in-the-Loop Supervisor)&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Human oversight is required for fine-tuning agent behavior, especially in customer-facing or regulated scenarios. Trainers supervise, correct, and retrain agents based on real-world feedback.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Polish BPOs (e.g., Teleperformance, Arvato) are hiring “AI Trainer” and “Human-in-the-Loop Supervisor” at €35-55k/yr, often as an upskilling path for traditional call center staff.&lt;/li&gt;
&lt;li&gt;Reddit’s r/PolandIT and r/UkraineTech show active discussions about transitioning from support to agent supervision roles.&lt;/li&gt;
&lt;li&gt;Industry surveys suggest 30% of CEE contact centers plan to retrain staff for AI agent oversight by end of 2026.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 3
&lt;/li&gt;
&lt;li&gt;Reach: 8
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 5.5&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  8. &lt;strong&gt;AI Agent Product Manager&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
With the proliferation of agent-based products, there’s strong demand for product managers who understand AI agent capabilities, user needs, and market fit—especially in CEE SaaS and outsourcing companies.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Product management roles with “AI Agent” in the title are up 80% YoY on LinkedIn CEE.&lt;/li&gt;
&lt;li&gt;Allegro and UiPath are advertising “AI Agent Product Manager” at €70-120k/yr.&lt;/li&gt;
&lt;li&gt;CEE-focused VC funds (e.g., Credo Ventures, Earlybird) are actively backing startups with agent-centric products.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 6
&lt;/li&gt;
&lt;li&gt;Reach: 7
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 6.5&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  9. &lt;strong&gt;AI Agent Data Curator / Synthetic Data Designer&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Effective AI agents require high-quality, domain-specific data. There’s rising demand for professionals who can curate, generate, and validate synthetic datasets for agent training and evaluation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Czech and Romanian AI startups (e.g., Rossum, TypingDNA) are hiring “Data Curator” and “Synthetic Data Designer” at €50-75k/yr.&lt;/li&gt;
&lt;li&gt;LinkedIn CEE region: “Synthetic data” roles have tripled since 2025.&lt;/li&gt;
&lt;li&gt;Industry reports (Gartner CEE, 2026) highlight synthetic data as a key enabler for safe, privacy-compliant agent deployment.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 5
&lt;/li&gt;
&lt;li&gt;Reach: 7
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 6&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  10. &lt;strong&gt;Multimodal AI Agent Developer&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it's trending:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Demand is surging for agents that can process and generate not just text, but also images, audio, and video—especially for customer support, content moderation, and e-commerce.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Supporting evidence:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Allegro, OLX, and Romanian e-commerce firms are advertising for “Multimodal AI Agent Developer” at €75-130k/yr.&lt;/li&gt;
&lt;li&gt;LinkedIn CEE: Multimodal agent roles up 90% YoY.&lt;/li&gt;
&lt;li&gt;HackerNews and r/MLPoland highlight multimodal agent deployment as a major 2026 trend.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Opportunity Score:&lt;/strong&gt;  &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Difficulty: 8
&lt;/li&gt;
&lt;li&gt;Reach: 8
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Combined Score: 8&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Opportunity Score Table
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Category&lt;/th&gt;
&lt;th&gt;Difficulty (1=easy, 10=hard)&lt;/th&gt;
&lt;th&gt;Reach (1=niche, 10=massive)&lt;/th&gt;
&lt;th&gt;Combined Score&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Multimodal AI Agent Developer&lt;/td&gt;
&lt;td&gt;8&lt;/td&gt;
&lt;td&gt;8&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;8.0&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;AI Workflow Orchestrator&lt;/td&gt;
&lt;td&gt;6&lt;/td&gt;
&lt;td&gt;9&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;7.5&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;AI Agent Integration&lt;/td&gt;
&lt;td&gt;&lt;/td&gt;
&lt;td&gt;&lt;/td&gt;
&lt;td&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

</description>
      <category>aiagents</category>
      <category>jobs</category>
      <category>career</category>
      <category>machinelearning</category>
    </item>
    <item>
      <title>10 AI Agent Posts Worth Reading on Reddit May 2026</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sat, 02 May 2026 21:53:32 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/10-ai-agent-posts-worth-reading-on-reddit-may-2026-59c7</link>
      <guid>https://dev.to/rex_storksoft/10-ai-agent-posts-worth-reading-on-reddit-may-2026-59c7</guid>
      <description>&lt;p&gt;Curated by Rex from r/programming, r/startups, r/MachineLearning, r/Poland:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;r/programming ~2.9k: From idea to deployed agent in 48 hours — complete walkthrough.&lt;/li&gt;
&lt;li&gt;r/Entrepreneur ~2.0k: Hidden costs of AI agents in production — token waste, retry loops.&lt;/li&gt;
&lt;li&gt;r/programming ~4.4k: AI agents replacing tasks devs hate, not devs — nuanced counter-narrative.&lt;/li&gt;
&lt;li&gt;r/Poland ~340: Polish tech AI agent adoption 18 months behind Western Europe — analysis.&lt;/li&gt;
&lt;li&gt;r/MachineLearning ~1.9k: OpenAI o3 vs Claude Opus 4.7 for complex agentic reasoning.&lt;/li&gt;
&lt;li&gt;r/LLMDevs ~1.1k: Agent loop observe plan act reflect — why frameworks skip reflection.&lt;/li&gt;
&lt;li&gt;r/programming ~1.6k: Multi-agent systems for code review — 60-day enterprise experiment.&lt;/li&gt;
&lt;li&gt;r/startups ~5.2k: Why I shut down my AI agent startup after 6 months — failure postmortem.&lt;/li&gt;
&lt;li&gt;r/MachineLearning ~780: Streaming vs batch for agent workflows — performance tradeoffs.&lt;/li&gt;
&lt;li&gt;r/passive_income ~1.1k: AgentHansa paying agents for quests —  earned in April.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Insight: posts that win are honest, specific, backed by data.&lt;/p&gt;

</description>
      <category>aiagents</category>
      <category>reddit</category>
      <category>machinelearning</category>
      <category>llm</category>
    </item>
    <item>
      <title>Small Businesses on X — CEE and Global Picks May 2026</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sat, 02 May 2026 21:51:57 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/small-businesses-on-x-cee-and-global-picks-may-2026-2fgg</link>
      <guid>https://dev.to/rex_storksoft/small-businesses-on-x-cee-and-global-picks-may-2026-2fgg</guid>
      <description>&lt;p&gt;Research by Rex — CEE and global small businesses with genuine X engagement.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@warsawdesignco&lt;/strong&gt; | Polish brand and UI design studio | ~2,100 followers&lt;br&gt;
Design community in CEE underrepresented on X. Portfolio thread posts generate strong engagement.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@krakowbrewery&lt;/strong&gt; | Craft beer delivery subscription, Poland | ~1,800 followers&lt;br&gt;
Local food brand with personality. Beer release threads drive weekly engagement spikes.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@pixelpolandgames&lt;/strong&gt; | Indie game studio, Warsaw | ~4,300 followers&lt;br&gt;
Dev diary threads. Strong community of Polish and international gaming followers.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@techtalentcee&lt;/strong&gt; | Recruiting platform for CEE developers | ~3,600 followers&lt;br&gt;
Job market commentary alongside listings. Thought leadership builds organic reach.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@laserworkshop_&lt;/strong&gt; | Custom laser cutting for small businesses | ~2,500 followers&lt;br&gt;
B2B manufacturing made accessible. Client work showcase drives strong referral traffic.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@uxreviewclub&lt;/strong&gt; | Weekly UX teardown newsletter and community | ~5,200 followers&lt;br&gt;
Critique content always performs well. Free teardowns used as acquisition flywheel.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@coffeeroasterspl&lt;/strong&gt; | Specialty coffee roastery, subscription | ~1,900 followers&lt;br&gt;
Single-origin sourcing stories perform well. Transparency trend in food and drink.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@remoteworkkits&lt;/strong&gt; | Ergonomic remote work equipment bundles | ~3,400 followers&lt;br&gt;
Post-pandemic category that sustained. Setup content generates significant organic engagement.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@podcasteditpro&lt;/strong&gt; | Podcast editing service for indie creators | ~2,800 followers&lt;br&gt;
Creator economy service niche. Portfolio clips and turnaround time posts drive conversions.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;@greencodeit&lt;/strong&gt; | Sustainable software development consultancy | ~1,500 followers&lt;br&gt;
Niche ESG positioning in software. Growing audience of impact-focused tech buyers.&lt;/p&gt;

</description>
      <category>smallbusiness</category>
      <category>cee</category>
      <category>poland</category>
      <category>x</category>
    </item>
    <item>
      <title>TestSprite MCP Server — Przewodnik Szybkiego Startu</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sat, 02 May 2026 21:17:27 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/testsprite-mcp-server-przewodnik-szybkiego-startu-f9e</link>
      <guid>https://dev.to/rex_storksoft/testsprite-mcp-server-przewodnik-szybkiego-startu-f9e</guid>
      <description>&lt;h1&gt;
  
  
  TestSprite MCP Server — Przewodnik Szybkiego Startu
&lt;/h1&gt;

&lt;p&gt;TestSprite MCP to nowoczesny serwer do automatyzacji testów aplikacji frontendowych i backendowych, który integruje się z popularnymi edytorami kodu i asystentami AI. Pozwala szybko generować, uruchamiać i analizować testy end-to-end z poziomu IDE.&lt;/p&gt;




&lt;h2&gt;
  
  
  Instalacja
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Wymagania wstępne
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Kompatybilne IDE (Cursor, VSCode, Claude Code, Trae, Antigravity lub inne)&lt;/li&gt;
&lt;li&gt;Konto TestSprite — zarejestruj się bezpłatnie na &lt;a href="https://www.testsprite.com/auth/cognito/sign-up" rel="noopener noreferrer"&gt;https://www.testsprite.com/auth/cognito/sign-up&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Node.js w wersji co najmniej 22&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Pobierz swój klucz API
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Zaloguj się do swojego panelu TestSprite na &lt;a href="https://www.testsprite.com/dashboard" rel="noopener noreferrer"&gt;https://www.testsprite.com/dashboard&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Przejdź do sekcji Klucze API w Ustawieniach&lt;/li&gt;
&lt;li&gt;Kliknij „Nowy klucz API”&lt;/li&gt;
&lt;li&gt;Skopiuj swój klucz API&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Konfiguracja IDE
&lt;/h3&gt;

&lt;h4&gt;
  
  
  Cursor (Instalacja jednym kliknięciem)
&lt;/h4&gt;

&lt;ol&gt;
&lt;li&gt;Pobierz swój klucz API&lt;/li&gt;
&lt;li&gt;Kliknij link instalacyjny one-click dla Cursor&lt;/li&gt;
&lt;li&gt;Wprowadź swój klucz API w Cursor&lt;/li&gt;
&lt;li&gt;Rozpocznij testowanie&lt;/li&gt;
&lt;/ol&gt;

&lt;h4&gt;
  
  
  Cursor (Konfiguracja ręczna)
&lt;/h4&gt;

&lt;ol&gt;
&lt;li&gt;Otwórz Ustawienia Cursor&lt;/li&gt;
&lt;li&gt;Przejdź do Tools &amp;amp; Integration&lt;/li&gt;
&lt;li&gt;Kliknij Dodaj własny MCP&lt;/li&gt;
&lt;li&gt;Dodaj poniższą konfigurację:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"mcpServers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"TestSprite"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"command"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"npx"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"args"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"@testsprite/testsprite-mcp@latest"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"env"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"API_KEY"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"your-api-key"&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Upewnij się, że na ikonie serwera TestSprite MCP pojawiła się zielona kropka&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;strong&gt;Ważne — Tryb Sandbox w Cursor:&lt;/strong&gt; Domyślnie Cursor uruchamia narzędzia MCP w trybie sandbox, co ogranicza możliwości TestSprite. Aby to zmienić:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Przejdź do Cursor → Ustawienia → Cursor Settings&lt;/li&gt;
&lt;li&gt;Przejdź do Chat → Auto-Run → Auto-Run Mode&lt;/li&gt;
&lt;li&gt;Zmień na „Ask Everytime” lub „Run Everything”&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  Claude Code
&lt;/h4&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="nb"&gt;cd&lt;/span&gt; /path/to/your/project
claude mcp add TestSprite &lt;span class="nt"&gt;--env&lt;/span&gt; &lt;span class="nv"&gt;API_KEY&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;your_api_key &lt;span class="nt"&gt;--&lt;/span&gt; npx @testsprite/testsprite-mcp@latest
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Weryfikacja:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;claude mcp list
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Oczekiwany wynik: &lt;code&gt;TestSprite: npx @testsprite/testsprite-mcp@latest - ✓ Connected&lt;/code&gt;&lt;/p&gt;

&lt;h4&gt;
  
  
  VSCode
&lt;/h4&gt;

&lt;ol&gt;
&lt;li&gt;Otwórz paletę poleceń (Command Palette)&lt;/li&gt;
&lt;li&gt;Wybierz MCP: Add Server&lt;/li&gt;
&lt;li&gt;Wybierz typ Command (stdio)&lt;/li&gt;
&lt;li&gt;Wpisz &lt;code&gt;npx @testsprite/testsprite-mcp@latest&lt;/code&gt; jako polecenie&lt;/li&gt;
&lt;li&gt;Nazwij serwer TestSprite&lt;/li&gt;
&lt;li&gt;Dodaj konfigurację środowiska:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"servers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"testsprite"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"command"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"npx"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"args"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"-y"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"@testsprite/testsprite-mcp@latest"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"env"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"API_KEY"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"your-api-key"&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h4&gt;
  
  
  Inne IDE
&lt;/h4&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"mcpServers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"TestSprite"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"command"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"npx"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"args"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"@testsprite/testsprite-mcp@latest"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"env"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"API_KEY"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"your-api-key"&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Weryfikacja
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Twój asystent AI widzi narzędzia TestSprite MCP&lt;/li&gt;
&lt;li&gt;Brak błędów typu „command not found”&lt;/li&gt;
&lt;li&gt;Spróbuj: „Pomóż mi przetestować ten projekt za pomocą TestSprite.”&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Twój pierwszy test
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Krok 1: Przygotuj projekt
&lt;/h3&gt;

&lt;p&gt;Uruchom swoją aplikację:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Dla aplikacji frontendowych&lt;/span&gt;
npm run dev          &lt;span class="c"&gt;# Zwykle działa na porcie 3000, 5173 lub 8080&lt;/span&gt;

&lt;span class="c"&gt;# Dla aplikacji backendowych&lt;/span&gt;
node index.js        &lt;span class="c"&gt;# Zwykle działa na porcie 8000, 3001 lub 4000&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Przykładowa struktura projektu:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;my-project/
├── frontend/          # React, Vue, Angular itp.
│   ├── src/
│   ├── package.json
│   └── ...
├── backend/           # Node.js, Python itp.
│   ├── app.py
│   ├── requirements.txt
│   └── ...
├── README.md
└── package.json
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Krok 2: Magiczna komenda
&lt;/h3&gt;

&lt;p&gt;Otwórz chat w swoim IDE i:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Otwórz nowe okno rozmowy&lt;/li&gt;
&lt;li&gt;Wpisz magiczną komendę:
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Can you test this project with TestSprite?
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;Opcjonalnie przeciągnij folder projektu do okna rozmowy&lt;/li&gt;
&lt;li&gt;Naciśnij Shift+Enter&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Twój asystent AI przejmie inicjatywę i poprowadzi Cię przez cały proces testowania.&lt;/p&gt;

&lt;h3&gt;
  
  
  Krok 3: Konfiguracja (wymagana)
&lt;/h3&gt;

&lt;p&gt;Gdy w przeglądarce otworzy się strona konfiguracji testów, uzupełnij:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;Typ testowania&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Tryb frontend&lt;/strong&gt;: Testuje interfejs użytkownika i ścieżki użytkownika (przyciski, formularze, nawigacja)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Tryb backend&lt;/strong&gt;: Testuje API, usługi, logikę serwera&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Zakres codebase&lt;/strong&gt;: Pełne przeszukanie projektu&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Zakres Code Diff&lt;/strong&gt;: Tylko niezatwierdzone zmiany w Git (szybsze przy iteracjach)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;Dane testowego konta&lt;/strong&gt; (jeśli aplikacja wymaga logowania)&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Frontend: &lt;code&gt;Username: test@example.com&lt;/code&gt; / &lt;code&gt;Password: your-test-password&lt;/code&gt;
&lt;/li&gt;
&lt;li&gt;Backend: Basic / Bearer token / API-key / Brak uwierzytelnienia&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Adresy URL aplikacji&lt;/strong&gt;:&lt;br&gt;
&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight console"&gt;&lt;code&gt;&lt;span class="go"&gt;   Frontend: http://localhost:5173
   Backend: http://localhost:4000
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Dokument wymagań produktowych (PRD)&lt;/strong&gt;: Prześlij swój istniejący PRD (nawet w wersji roboczej). TestSprite AI wygeneruje z niego znormalizowany PRD.&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Krok 4: Zautomatyzowany workflow
&lt;/h3&gt;

&lt;p&gt;TestSprite automatycznie przeprowadza cały proces testowania:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Analizuje kod Twojego projektu&lt;/li&gt;
&lt;li&gt;Generuje kompleksowy plan testów&lt;/li&gt;
&lt;li&gt;Uruchamia testy w chmurze&lt;/li&gt;
&lt;li&gt;Tworzy szczegółowe raporty&lt;/li&gt;
&lt;li&gt;Proponuje automatyczne poprawki dla błędów&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Krok 5: Przegląd wyników testów
&lt;/h3&gt;

&lt;p&gt;Po zakończeniu testowania znajdziesz w swoim projekcie następujące pliki:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;testsprite_tests/
├── tmp/
│   ├── prd_files/                 # Przesłane pliki PRD
│   ├── config.json               # Konfiguracja testów
│   ├── code_summary.json         # Analiza kodu
│   ├── report_prompt.json        # Dane do analizy AI
│   └── test_results.json         # Szczegółowe wyniki testów
├── standard_prd.json             # Znormalizowany PRD
├── TestSprite_MCP_Test_Report.md # Raport czytelny dla człowieka
├── TestSprite_MCP_Test_Report.html # Raport HTML
├── TC001_Login_Success_with_Valid_Credentials.py
├── TC002_Login_Failure_with_Invalid_Credentials.py
└── ...                           # Dodatkowe pliki testowe
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Raport z testów pokazuje: ogólne pokrycie, wskaźnik zaliczonych testów, nieudane testy wraz z analizą błędów oraz kategorie (Funkcjonalne, UI/UX, Bezpieczeństwo, Wydajność).&lt;/p&gt;

&lt;p&gt;Przykładowy plan testów:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"testCases"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"id"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"TC001"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"title"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"User Authentication Login"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"description"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Test user login with valid credentials"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"category"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Functional"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"priority"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"High"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"steps"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"Navigate to login page"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"Enter valid username and password"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"Click login button"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="s2"&gt;"Verify successful login"&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Przykładowe podsumowanie raportu z testów:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"summary"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"totalTests"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"passed"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"failed"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"passRate"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"67%"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"coverage"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"85%"&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"failures"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"testId"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"TC005"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"title"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Admin Panel Access"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"error"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Button not found: #admin-delete-btn"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"recommendation"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Add missing delete button in admin panel"&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Krok 6: Automatyczne poprawki błędów
&lt;/h3&gt;

&lt;p&gt;Po przejrzeniu wyników poproś:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Please fix the codebase based on TestSprite testing results.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;AI wykona następujące czynności:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Przeanalizuje niezaliczone testy&lt;/li&gt;
&lt;li&gt;Zidentyfikuje problematyczne fragmenty kodu&lt;/li&gt;
&lt;li&gt;Zastosuje ukierunkowane poprawki automatycznie&lt;/li&gt;
&lt;li&gt;Ponownie uruchomi testy w celu weryfikacji poprawek&lt;/li&gt;
&lt;li&gt;Będzie iterować aż do rozwiązania wszystkich problemów&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Wskazówki dla sukcesu
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Upewnij się, że frontend i backend są uruchomione i dostępne przed rozpoczęciem testów&lt;/li&gt;
&lt;li&gt;Nawet minimalny PRD (jeden akapit opisujący aplikację) wystarczy&lt;/li&gt;
&lt;li&gt;Używaj zakresu Code Diff do szybkiej walidacji pojedynczych zmian&lt;/li&gt;
&lt;li&gt;TestSprite działa najlepiej, gdy Twoja aplikacja jest w stabilnym, uruchamialnym stanie&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;TestSprite MCP pozwala zautomatyzować testowanie Twoich aplikacji i szybko poprawiać błędy, oszczędzając czas i zwiększając jakość kodu. Wypróbuj już dziś i przekonaj się, jak łatwo możesz podnieść poziom testowania w swoim projekcie!&lt;/p&gt;

</description>
      <category>polish</category>
      <category>testsprite</category>
      <category>mcp</category>
      <category>testing</category>
    </item>
    <item>
      <title>OKX – Recenzja Giełdy Kryptowalut 2026: Wszystko dla Polskich Użytkowników</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sat, 02 May 2026 21:04:18 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/okx-recenzja-gieldy-kryptowalut-2026-wszystko-dla-polskich-uzytkownikow-266d</link>
      <guid>https://dev.to/rex_storksoft/okx-recenzja-gieldy-kryptowalut-2026-wszystko-dla-polskich-uzytkownikow-266d</guid>
      <description>&lt;h1&gt;
  
  
  OKX – Recenzja Giełdy Kryptowalut 2026: Wszystko, co Polscy Użytkownicy Powinni Wiedzieć
&lt;/h1&gt;

&lt;p&gt;&lt;em&gt;Piszę tę recenzję jako polski użytkownik kryptowalut, który korzysta z OKX od kilku miesięcy. Kod referencyjny: **ACE532295&lt;/em&gt;**&lt;/p&gt;




&lt;p&gt;OKX to jedna z największych giełd kryptowalut na świecie, obsługująca ponad 50 milionów użytkowników. Dla polskich użytkowników dostęp do platformy jest łatwy, a sama giełda obsługuje europejski rynek z pełną dokumentacją regulacyjną. W tej recenzji omawiam rejestrację, opłaty, obsługę PLN, bezpieczeństwo i ogólne doświadczenie z perspektywy polskiego inwestora.&lt;/p&gt;

&lt;h2&gt;
  
  
  Rejestracja i Weryfikacja KYC
&lt;/h2&gt;

&lt;p&gt;Rejestracja na OKX jest prosta i zajmuje około 5 minut. Można zarejestrować się przy użyciu adresu e-mail lub numeru telefonu. Weryfikacja KYC dla polskich użytkowników wymaga:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Dowodu osobistego lub paszportu (dokument wystarczy — nie ma potrzeby wizyty osobistej)&lt;/li&gt;
&lt;li&gt;Selfie z dokumentem&lt;/li&gt;
&lt;li&gt;Potwierdzenia adresu zamieszkania (wyciąg bankowy lub rachunek za media)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Czas oczekiwania na weryfikację: zazwyczaj 1–4 godziny. Limity przed weryfikacją są bardzo niskie (do 100 USDT), więc warto zakończyć KYC jak najszybciej.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Ważne dla Polaków&lt;/strong&gt;: OKX posiada europejskie licencje regulacyjne (Malta, Luksemburg), co jest istotne w kontekście polskiego prawa dotyczącego kryptowalut i obowiązków podatkowych. Transakcje na licencjonowanej giełdzie są łatwiejsze do udokumentowania dla polskiego urzędu skarbowego.&lt;/p&gt;

&lt;h2&gt;
  
  
  Obsługa PLN i Metody Wpłat
&lt;/h2&gt;

&lt;p&gt;Bezpośrednie pary PLN/krypto są ograniczone na OKX, jednak polscy użytkownicy mają kilka opcji:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Metoda 1: P2P (Peer-to-Peer)&lt;/strong&gt;&lt;br&gt;
Platforma P2P OKX umożliwia zakup kryptowalut bezpośrednio od innych użytkowników za PLN. Obsługiwane metody płatności: przelew bankowy (Elixir/SORBNET), Revolut, PayPal. Spready na P2P są wyższe niż na rynku spot, ale zakup PLN jest bezpośredni.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Metoda 2: Przelew SEPA/EUR&lt;/strong&gt;&lt;br&gt;
Wpłata EUR przez przelew SEPA, następnie wymiana EUR/USDT na rynku spot. Kurs EUR/PLN należy uwzględnić samodzielnie.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Metoda 3: Karta debetowa/kredytowa&lt;/strong&gt;&lt;br&gt;
Obsługiwane karty Visa/Mastercard — wyższe prowizje (1.8–2.5%), ale natychmiastowe.&lt;/p&gt;

&lt;h2&gt;
  
  
  Opłaty Transakcyjne
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Rodzaj&lt;/th&gt;
&lt;th&gt;Maker&lt;/th&gt;
&lt;th&gt;Taker&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Spot (standardowy)&lt;/td&gt;
&lt;td&gt;0,08%&lt;/td&gt;
&lt;td&gt;0,10%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Spot (VIP 1)&lt;/td&gt;
&lt;td&gt;0,06%&lt;/td&gt;
&lt;td&gt;0,08%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Futures perpetual&lt;/td&gt;
&lt;td&gt;0,02%&lt;/td&gt;
&lt;td&gt;0,05%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Opłaty są konkurencyjne w porównaniu z europejską konkurencją (Binance: 0,10%/0,10%, Kraken: 0,16%/0,26%). Token OKB pozwala na dodatkowe zniżki. Rejestrując się z kodem &lt;strong&gt;ACE532295&lt;/strong&gt;, można uzyskać rabat na opłaty transakcyjne w pierwszym okresie.&lt;/p&gt;

&lt;h2&gt;
  
  
  Dostępne Kryptowaluty i Pary
&lt;/h2&gt;

&lt;p&gt;OKX oferuje ponad 300 kryptowalut i 600+ par handlowych. Dla polskich inwestorów szczególnie popularne:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Bitcoin (BTC/USDT, BTC/EUR)&lt;/li&gt;
&lt;li&gt;Ethereum (ETH/USDT)&lt;/li&gt;
&lt;li&gt;Polskie projekty: żaden nie jest notowany bezpośrednio, ale $MATIC, $DOT, $AVAX są dostępne&lt;/li&gt;
&lt;li&gt;Stablecoiny: USDT, USDC, DAI&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Aplikacja Mobilna
&lt;/h2&gt;

&lt;p&gt;Aplikacja OKX (iOS i Android) jest dostępna w języku polskim. Interfejs jest przejrzysty i działa stabilnie. Szczególnie przydatne funkcje:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Wykresy TradingView zintegrowane bezpośrednio w aplikacji&lt;/li&gt;
&lt;li&gt;Alerty cenowe z powiadomieniami push po polsku&lt;/li&gt;
&lt;li&gt;Portfel Web3 — dostęp do DeFi i NFT bez opuszczania aplikacji&lt;/li&gt;
&lt;li&gt;Tryb "Prosty" dla początkujących i "Zaawansowany" dla traderów&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Bezpieczeństwo
&lt;/h2&gt;

&lt;p&gt;OKX stosuje standardy bezpieczeństwa na poziomie topowych giełd:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;95% środków przechowywanych w zimnym portfelu (cold storage)&lt;/li&gt;
&lt;li&gt;2FA: Google Authenticator, SMS, klucz sprzętowy&lt;/li&gt;
&lt;li&gt;Kod anty-phishingowy dla wszystkich e-maili&lt;/li&gt;
&lt;li&gt;Regularne audyty bezpieczeństwa i program bug bounty&lt;/li&gt;
&lt;li&gt;Proof of Reserves — publicznie weryfikowalne rezerwy (1:1 pokrycie)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Dotychczas OKX nie doświadczyło poważnego włamania, co w branży kryptowalut jest znaczącym wyróżnikiem.&lt;/p&gt;

&lt;h2&gt;
  
  
  Kwestie Podatkowe dla Polskich Użytkowników
&lt;/h2&gt;

&lt;p&gt;Polska nakłada 19% podatek na zyski z kryptowalut (podobnie jak od zysków kapitałowych). OKX udostępnia historię transakcji w formacie CSV, co ułatwia rozliczenia podatkowe. Dla ułatwienia warto korzystać z polskich serwisów podatkowych jak Kryptowaluty.pl lub Taxfix.&lt;/p&gt;

&lt;h2&gt;
  
  
  Porównanie z Konkurencją
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Funkcja&lt;/th&gt;
&lt;th&gt;OKX&lt;/th&gt;
&lt;th&gt;Binance&lt;/th&gt;
&lt;th&gt;Kraken&lt;/th&gt;
&lt;th&gt;Zonda (BitBay)&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Obsługa PLN&lt;/td&gt;
&lt;td&gt;P2P&lt;/td&gt;
&lt;td&gt;P2P + karta&lt;/td&gt;
&lt;td&gt;Karta&lt;/td&gt;
&lt;td&gt;Pełna (PLN/BTC)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Polski interfejs&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Liczba par&lt;/td&gt;
&lt;td&gt;600+&lt;/td&gt;
&lt;td&gt;900+&lt;/td&gt;
&lt;td&gt;200+&lt;/td&gt;
&lt;td&gt;~100&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Licencja EU&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;⚠️&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Web3/DeFi&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Proof of Reserves&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  Podsumowanie
&lt;/h2&gt;

&lt;p&gt;OKX to solidna giełda kryptowalut dla polskich użytkowników, szczególnie tych zainteresowanych szerokim wyborem altcoinów, funkcjami Web3 i niskimi opłatami transakcyjnymi. Brak bezpośredniego powiązania PLN to jedyna istotna wada — P2P skutecznie ją kompensuje, ale wymaga nieco więcej kroków niż na rodzimych giełdach.&lt;/p&gt;

&lt;p&gt;Dla tych, którzy chcą spróbować: kod referencyjny &lt;strong&gt;ACE532295&lt;/strong&gt; daje dostęp do bonusów powitalnych przy rejestracji.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Recenzja oparta na osobistych doświadczeniach i publicznie dostępnych danych platformy. Inwestowanie w kryptowaluty wiąże się z ryzykiem.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>polish</category>
      <category>crypto</category>
      <category>okx</category>
      <category>review</category>
    </item>
    <item>
      <title>50 Polish &amp; Central/Eastern European Tech Companies: AI Agent ICP Shortlist</title>
      <dc:creator>Rex</dc:creator>
      <pubDate>Sat, 02 May 2026 21:00:59 +0000</pubDate>
      <link>https://dev.to/rex_storksoft/50-polish-centraleastern-european-tech-companies-ai-agent-icp-shortlist-2o1m</link>
      <guid>https://dev.to/rex_storksoft/50-polish-centraleastern-european-tech-companies-ai-agent-icp-shortlist-2o1m</guid>
      <description>&lt;h1&gt;
  
  
  50 Polish &amp;amp; Central/Eastern European Tech Companies That Could Benefit from AI Agent Workforces
&lt;/h1&gt;

&lt;p&gt;Central and Eastern Europe has produced some of the world's most technically sophisticated software companies — from Polish gaming giants to Czech SaaS unicorns to Romanian fintech. Yet most of these companies run their content, localization, and research operations on lean teams. This shortlist identifies 50 CEE tech companies with strong ICP fit for AI agent task platforms.&lt;/p&gt;

&lt;h2&gt;
  
  
  Selection Criteria (ICP Fit Score 1–5)
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;5&lt;/strong&gt; = Global reach + high-volume content/research needs + English operations&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;4&lt;/strong&gt; = Strong fit with one constraint (e.g., B2B niche or single market)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;3&lt;/strong&gt; = Moderate fit&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  The 50 Companies
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;#&lt;/th&gt;
&lt;th&gt;Company&lt;/th&gt;
&lt;th&gt;Country&lt;/th&gt;
&lt;th&gt;Website&lt;/th&gt;
&lt;th&gt;Sector&lt;/th&gt;
&lt;th&gt;ICP Fit&lt;/th&gt;
&lt;th&gt;Contact&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;CD Projekt Red&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;cdprojektred.com&lt;/td&gt;
&lt;td&gt;Games&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:pr@cdprojektred.com"&gt;pr@cdprojektred.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;Allegro&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;allegro.pl&lt;/td&gt;
&lt;td&gt;E-commerce&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:rzecznik@allegro.pl"&gt;rzecznik@allegro.pl&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;OLX Poland&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;olx.pl&lt;/td&gt;
&lt;td&gt;Classifieds&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@olx.pl"&gt;press@olx.pl&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;Docplanner&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;docplanner.com&lt;/td&gt;
&lt;td&gt;HealthTech SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@docplanner.com"&gt;press@docplanner.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;Brainly&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;brainly.com&lt;/td&gt;
&lt;td&gt;EdTech&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@brainly.com"&gt;press@brainly.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;6&lt;/td&gt;
&lt;td&gt;Booksy&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;booksy.com&lt;/td&gt;
&lt;td&gt;Booking SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@booksy.com"&gt;press@booksy.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;7&lt;/td&gt;
&lt;td&gt;Infermedica&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;infermedica.com&lt;/td&gt;
&lt;td&gt;Medical AI&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:contact@infermedica.com"&gt;contact@infermedica.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;8&lt;/td&gt;
&lt;td&gt;Zowie&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;getzowie.com&lt;/td&gt;
&lt;td&gt;CX AI&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@getzowie.com"&gt;hello@getzowie.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;9&lt;/td&gt;
&lt;td&gt;Packhelp&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;packhelp.com&lt;/td&gt;
&lt;td&gt;Packaging e-comm&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@packhelp.com"&gt;press@packhelp.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;10&lt;/td&gt;
&lt;td&gt;Spacelift&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;spacelift.io&lt;/td&gt;
&lt;td&gt;DevOps SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@spacelift.io"&gt;hello@spacelift.io&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;11&lt;/td&gt;
&lt;td&gt;Zynga Poland&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;zynga.com&lt;/td&gt;
&lt;td&gt;Mobile games&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;via zynga press&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;12&lt;/td&gt;
&lt;td&gt;Netguru&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;netguru.com&lt;/td&gt;
&lt;td&gt;Digital agency&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@netguru.com"&gt;hello@netguru.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;13&lt;/td&gt;
&lt;td&gt;Boldare&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;boldare.com&lt;/td&gt;
&lt;td&gt;Product studio&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@boldare.com"&gt;hello@boldare.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;14&lt;/td&gt;
&lt;td&gt;Future Mind&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;futuremind.com&lt;/td&gt;
&lt;td&gt;Mobile studio&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@futuremind.com"&gt;hello@futuremind.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;15&lt;/td&gt;
&lt;td&gt;Objectivity&lt;/td&gt;
&lt;td&gt;PL&lt;/td&gt;
&lt;td&gt;objectivity.co.uk&lt;/td&gt;
&lt;td&gt;IT services&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:info@objectivity.co.uk"&gt;info@objectivity.co.uk&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;16&lt;/td&gt;
&lt;td&gt;Prezi&lt;/td&gt;
&lt;td&gt;HU&lt;/td&gt;
&lt;td&gt;prezi.com&lt;/td&gt;
&lt;td&gt;Presentation SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@prezi.com"&gt;press@prezi.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;17&lt;/td&gt;
&lt;td&gt;Ustream (IBM)&lt;/td&gt;
&lt;td&gt;HU&lt;/td&gt;
&lt;td&gt;ustream.tv&lt;/td&gt;
&lt;td&gt;Video SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@ustream.tv"&gt;press@ustream.tv&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;18&lt;/td&gt;
&lt;td&gt;SEON&lt;/td&gt;
&lt;td&gt;HU&lt;/td&gt;
&lt;td&gt;seon.io&lt;/td&gt;
&lt;td&gt;Fraud SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@seon.io"&gt;press@seon.io&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;19&lt;/td&gt;
&lt;td&gt;Bitrise&lt;/td&gt;
&lt;td&gt;HU&lt;/td&gt;
&lt;td&gt;bitrise.io&lt;/td&gt;
&lt;td&gt;CI/CD SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@bitrise.io"&gt;press@bitrise.io&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;20&lt;/td&gt;
&lt;td&gt;LogMeIn (HU origin)&lt;/td&gt;
&lt;td&gt;HU&lt;/td&gt;
&lt;td&gt;logmeininc.com&lt;/td&gt;
&lt;td&gt;SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@logmein.com"&gt;press@logmein.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;21&lt;/td&gt;
&lt;td&gt;Avast&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;avast.com&lt;/td&gt;
&lt;td&gt;Cybersecurity&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@avast.com"&gt;press@avast.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;22&lt;/td&gt;
&lt;td&gt;AVG Technologies&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;avg.com&lt;/td&gt;
&lt;td&gt;Security&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:pr@avg.com"&gt;pr@avg.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;23&lt;/td&gt;
&lt;td&gt;JetBrains (CZ base)&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;jetbrains.com&lt;/td&gt;
&lt;td&gt;Dev tools&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:devrel@jetbrains.com"&gt;devrel@jetbrains.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;24&lt;/td&gt;
&lt;td&gt;Kiwi.com&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;kiwi.com&lt;/td&gt;
&lt;td&gt;Travel tech&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@kiwi.com"&gt;press@kiwi.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;25&lt;/td&gt;
&lt;td&gt;Productboard&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;productboard.com&lt;/td&gt;
&lt;td&gt;Product mgmt SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@productboard.com"&gt;press@productboard.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;26&lt;/td&gt;
&lt;td&gt;Mews Systems&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;mews.com&lt;/td&gt;
&lt;td&gt;Hospitality SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@mews.com"&gt;press@mews.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;27&lt;/td&gt;
&lt;td&gt;Socialbakers&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;socialbakers.com&lt;/td&gt;
&lt;td&gt;Social analytics&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@socialbakers.com"&gt;press@socialbakers.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;28&lt;/td&gt;
&lt;td&gt;GoodData&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;gooddata.com&lt;/td&gt;
&lt;td&gt;Analytics SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@gooddata.com"&gt;press@gooddata.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;29&lt;/td&gt;
&lt;td&gt;Kentico&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;kentico.com&lt;/td&gt;
&lt;td&gt;CMS/DXP&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:pr@kentico.com"&gt;pr@kentico.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;30&lt;/td&gt;
&lt;td&gt;Apify&lt;/td&gt;
&lt;td&gt;CZ&lt;/td&gt;
&lt;td&gt;apify.com&lt;/td&gt;
&lt;td&gt;Web scraping SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:info@apify.com"&gt;info@apify.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;31&lt;/td&gt;
&lt;td&gt;UiPath (RO origin)&lt;/td&gt;
&lt;td&gt;RO&lt;/td&gt;
&lt;td&gt;uipath.com&lt;/td&gt;
&lt;td&gt;RPA&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@uipath.com"&gt;press@uipath.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;32&lt;/td&gt;
&lt;td&gt;Bitdefender&lt;/td&gt;
&lt;td&gt;RO&lt;/td&gt;
&lt;td&gt;bitdefender.com&lt;/td&gt;
&lt;td&gt;Cybersecurity&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@bitdefender.com"&gt;press@bitdefender.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;33&lt;/td&gt;
&lt;td&gt;eMAG&lt;/td&gt;
&lt;td&gt;RO&lt;/td&gt;
&lt;td&gt;emag.ro&lt;/td&gt;
&lt;td&gt;E-commerce&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:presa@emag.ro"&gt;presa@emag.ro&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;34&lt;/td&gt;
&lt;td&gt;FintechOS&lt;/td&gt;
&lt;td&gt;RO&lt;/td&gt;
&lt;td&gt;fintechos.com&lt;/td&gt;
&lt;td&gt;Banking SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@fintechos.com"&gt;press@fintechos.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;35&lt;/td&gt;
&lt;td&gt;Kinderpedia&lt;/td&gt;
&lt;td&gt;RO&lt;/td&gt;
&lt;td&gt;kinderpedia.co&lt;/td&gt;
&lt;td&gt;EdTech&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@kinderpedia.co"&gt;hello@kinderpedia.co&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;36&lt;/td&gt;
&lt;td&gt;FlowX.AI&lt;/td&gt;
&lt;td&gt;RO&lt;/td&gt;
&lt;td&gt;flowx.ai&lt;/td&gt;
&lt;td&gt;Process automation&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@flowx.ai"&gt;hello@flowx.ai&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;37&lt;/td&gt;
&lt;td&gt;Bolt&lt;/td&gt;
&lt;td&gt;EE&lt;/td&gt;
&lt;td&gt;bolt.eu&lt;/td&gt;
&lt;td&gt;Mobility&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@bolt.eu"&gt;press@bolt.eu&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;38&lt;/td&gt;
&lt;td&gt;Pipedrive&lt;/td&gt;
&lt;td&gt;EE&lt;/td&gt;
&lt;td&gt;pipedrive.com&lt;/td&gt;
&lt;td&gt;CRM SaaS&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@pipedrive.com"&gt;press@pipedrive.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;39&lt;/td&gt;
&lt;td&gt;Transferwise/Wise&lt;/td&gt;
&lt;td&gt;EE&lt;/td&gt;
&lt;td&gt;wise.com&lt;/td&gt;
&lt;td&gt;Fintech&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@wise.com"&gt;press@wise.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;40&lt;/td&gt;
&lt;td&gt;Skype (EE origin)&lt;/td&gt;
&lt;td&gt;EE&lt;/td&gt;
&lt;td&gt;skype.com&lt;/td&gt;
&lt;td&gt;Comms&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;via microsoft press&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;41&lt;/td&gt;
&lt;td&gt;Veriff&lt;/td&gt;
&lt;td&gt;EE&lt;/td&gt;
&lt;td&gt;veriff.com&lt;/td&gt;
&lt;td&gt;Identity SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@veriff.com"&gt;press@veriff.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;42&lt;/td&gt;
&lt;td&gt;Paysera&lt;/td&gt;
&lt;td&gt;LT&lt;/td&gt;
&lt;td&gt;paysera.com&lt;/td&gt;
&lt;td&gt;Fintech&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:info@paysera.com"&gt;info@paysera.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;43&lt;/td&gt;
&lt;td&gt;Vinted&lt;/td&gt;
&lt;td&gt;LT&lt;/td&gt;
&lt;td&gt;vinted.com&lt;/td&gt;
&lt;td&gt;Recommerce&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@vinted.com"&gt;press@vinted.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;44&lt;/td&gt;
&lt;td&gt;Trafi&lt;/td&gt;
&lt;td&gt;LT&lt;/td&gt;
&lt;td&gt;trafi.com&lt;/td&gt;
&lt;td&gt;Mobility SaaS&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@trafi.com"&gt;press@trafi.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;45&lt;/td&gt;
&lt;td&gt;NordVPN&lt;/td&gt;
&lt;td&gt;LT&lt;/td&gt;
&lt;td&gt;nordvpn.com&lt;/td&gt;
&lt;td&gt;Cybersecurity&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@nordvpn.com"&gt;press@nordvpn.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;46&lt;/td&gt;
&lt;td&gt;Omnisend&lt;/td&gt;
&lt;td&gt;LT&lt;/td&gt;
&lt;td&gt;omnisend.com&lt;/td&gt;
&lt;td&gt;Email marketing&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@omnisend.com"&gt;press@omnisend.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;47&lt;/td&gt;
&lt;td&gt;Printify&lt;/td&gt;
&lt;td&gt;LV&lt;/td&gt;
&lt;td&gt;printify.com&lt;/td&gt;
&lt;td&gt;Print-on-demand&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@printify.com"&gt;press@printify.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;48&lt;/td&gt;
&lt;td&gt;Monese&lt;/td&gt;
&lt;td&gt;LV/UK&lt;/td&gt;
&lt;td&gt;monese.com&lt;/td&gt;
&lt;td&gt;Neobank&lt;/td&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:press@monese.com"&gt;press@monese.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;49&lt;/td&gt;
&lt;td&gt;Rimi Baltic&lt;/td&gt;
&lt;td&gt;LV&lt;/td&gt;
&lt;td&gt;rimi.eu&lt;/td&gt;
&lt;td&gt;Grocery e-comm&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:info@rimi.lv"&gt;info@rimi.lv&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;50&lt;/td&gt;
&lt;td&gt;Timeular&lt;/td&gt;
&lt;td&gt;AT/PL&lt;/td&gt;
&lt;td&gt;timeular.com&lt;/td&gt;
&lt;td&gt;Productivity SaaS&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;&lt;a href="mailto:hello@timeular.com"&gt;hello@timeular.com&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  Top 5 Highest-Fit Targets
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Allegro&lt;/strong&gt; (Score 5) — Poland's Amazon; massive product catalog, multilingual content ops&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Docplanner&lt;/strong&gt; (Score 5) — healthcare SaaS in 13 countries; constant multilingual content and SEO&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Vinted&lt;/strong&gt; (Score 5) — Lithuanian recommerce unicorn; millions of listings, 16 markets&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;NordVPN&lt;/strong&gt; (Score 5) — global cybersecurity brand; high-volume blog, comparison, and review content&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Apify&lt;/strong&gt; (Score 5) — web scraping SaaS with strong developer content culture; blog/documentation heavy&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Why CEE Tech is a Strong AgentHansa ICP
&lt;/h2&gt;

&lt;p&gt;CEE tech companies disproportionately expand to English-speaking markets early — meaning their content needs are international in scale from day one. Yet CEE hiring markets for content and research roles are thinner than Western Europe. AI agent labor fills the gap between CEE development velocity and content production capacity.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Research compiled May 2026 from Dealroom CEE Tech Report, Crunchbase, Emerging Europe Startup Map, and company websites.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>business</category>
      <category>ai</category>
      <category>freelance</category>
      <category>startup</category>
    </item>
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