automation
GenAI, Chatbots & Agents
Use AI for website automation, chatbots, assistants, and content generation. Services Offered Work Analysis: Identify if and where LLMs can improve your workflows RAG (Retrieval-Augmented Generation) Systems: Build intelligent chatbots that can access and reason over your company’s knowledge base, documentation, and data AI Agents: Create autonomous agents capable of performing complex tasks, making decisions, and interacting with users naturally Custom Chatbot Development: Design and implement conversational interfaces tailored to your business needs LLM Integration: Connect your applications with powerful language models (OpenAI, Anthropic Claude, or open-source models) Prompt Engineering: Craft effective prompts and conversation flows for optimal AI performance Vector Databases: Set up and optimize vector databases for semantic search and retrieval Technologies & Tools LLMs: OpenAI GPT, Anthropic Claude, Llama, Mistral, and other open-source LLMs Frameworks: LangChain Low-code Platforms: n8n Vector Databases: ChromaDB, Qdrant Deployment: Docker, AWS, VPS, or serverless architectures Why Choose This Service?
API & Integrations
I help companies connect their systems, applications, and services. Offered Services API Development: Design and creation of RESTful APIs and webhooks Third-Party Integrations: Connecting your systems with external services (MCP, AI providers, ERP, CRM, marketing tools, etc.) API Documentation: Creating comprehensive API documentation using OpenAPI/Swagger API Testing: Implementing automated testing for reliability and performance Microservices Architecture: Designing and implementing microservice communication patterns API Security: Implementing authentication, authorization, rate limiting, and security best practices Example Integrations AI providers (OpenAI, Anthropic, Ollama, …) CRM, ERP (Trello, Navision, …) Marketing platforms (Mailchimp, Google Analytics, …) Cloud storage (AWS S3, Google Cloud Storage, …) Technologies & Tools Languages: PHP, Python, Node.
SEO tools
Status: Under active development On-page SEO analyzer and site auditor. Crawls websites to surface metadata, content, and technical SEO issues, with AI/GenAI content readiness checks. Key features Crawlee + Playwright crawler extracting SEO meta tags, structured data (JSON-LD/microdata), and AI-indexing metadata Reports: Markdown SEO audit, title/meta-description issue lists, 404 and broken-link checks, empty-href scan Optional LLM-powered title/meta-description fix suggestions (OpenAI-compatible, incl. local models) MCP server exposing crawl and report tools to AI agents, plus an SEO-consultant persona Smart incremental crawling, sitemap discovery, and configurable rate limiting Dockerized stack; English and Czech report output Source: https://github.
OSINT tools
Status: Under active development AI-orchestrated OSINT investigation platform. Plans and executes multi-step intelligence cases — collecting evidence, generating reports, and maintaining a persistent knowledge wiki. Key features LLM-driven case orchestrator: auto-plans queries, runs tools, writes structured reports 15+ lookup scripts: RDAP, WHOIS, Shodan, ARES, LinkedIn/Apify, VIN, username recon, web fingerprinting, Czech public registries, media monitoring MCP-exposed tools: plan, investigate, run single tool, case status, wiki lookup/ingest Persistent LLM wiki for cross-case knowledge retention Optional Kali MCP pentest server for authorized active recon Dockerized stack with OpenClaw gateway; works locally or with cloud LLMs Source: https://github.
Website Automation
Let machines handle boring and repetitive tasks. Services Offered Workflow Automation: Automate business processes, content publishing, and data synchronization Deployment Automation: Set up CI/CD pipelines for automatic testing and deployment Web Scraping: Extract data from websites for analysis and integration Automated Testing: Implement end-to-end, integration, and unit testing Task Scheduling: Configure cron jobs and scheduled tasks for recurring operations Process Monitoring: Set up alerts and monitoring for automated workflows Areas of Automation Content management and publishing workflows User onboarding and email sequences Data collection and transformation Report generation and distribution Data backup and synchronization Social media publishing Quality assurance testing Technologies & Tools CI/CD: GitLab CI Testing: Selenium, Playwright, Behat Scraping: BeautifulSoup, Selenium Scheduling: Cron, Apache Airflow Low-code: n8n Benefits Save time by eliminating manual repetitive tasks Reduce human errors in routine operations Increase productivity and focus on high-value work Ensure consistent and reliable processes Scale operations without proportional cost growth Transform your manual processes into fully automated workflows.
ClawBot – Agentic Ops Manager (IronClaw)
Status: Active development ClawBot is an agentic Ops Manager built on IronClaw. It orchestrates a team of specialized agents behind a unified MCP gateway, handling weekly SEO audits, daily OSINT monitoring, real-time support, and automatic knowledge base updates. It also manages the onboarding of new e-commerce stores and keeps Drupal and Hugo content in sync. Key features Unified MCP gateway with 20+ tools (RAG CMS, SEO crawler, OSINT, Sales) Scheduled tasks: weekly SEO audits, daily OSINT monitoring, and daily support gap analysis CMS/RAG integration: Drupal content synchronized with the knowledge base Automation: background tasks, reminders, and Canvas previews Docker-based stack for both local development and CI
AI Helpers for Content Management
Status: Production The client has a content management system for multiple websites. Article authors previously had to manually fill in the SEO title and description, make corrections, search for synonyms, translate text, and perform other text-related tasks. I proposed and developed AI assistants that perform specific operations with a single click of a button. Key features One-click AI-powered SEO autofill: titles, descriptions, and metadata Grammar checking and text corrections Synonym suggestions and text improvements Automated translation between languages Custom prompt-defined text operations via configurable buttons Helped authors write articles faster and with higher quality
Photostock Browser Integration
Status: Production Authors of articles had to find images on photostock websites, download them, and upload them to the CMS. I wrote a custom Drupal module that allows authors to search for images directly from the article editor and insert them with a single click. Key features In-editor photostock search via API with modal preview One-click image insertion into articles Automatic download, cropping, and upload to S3 in the background Simplified image licence management Open-source Drupal module: www.
Testing & QA
I help ensure the quality and security of your websites through comprehensive automated and manual testing. Services Offered Automated Testing: Implementation of end-to-end, integration, and unit tests Manual Testing: Usability testing and penetration testing of web applications Code Quality Analysis: Static code analysis and code reviews CI/CD Integration: Incorporation of automated tests into your deployment pipeline Testing Types Functional Testing: Ensuring all features work as intended Regression Testing: Verifying that new changes don’t break existing functionality Security Testing: Identifying vulnerabilities and potential security issues Technologies & Tools Web Automation: Selenium, Playwright Unit Testing: PHPUnit, Jest Static Analysis: PHPStan, ESLint Security Tools: Burp Suite API Testing: Postman, Burp Suite Security Focus Web Application Security: Testing based on OWASP WSTG methodology Security Code Review: Detecting vulnerabilities in source code Benefits Catch issues before deployment Reduce post-release maintenance costs Improve user satisfaction and experience Strengthen protection against security threats Build trust in your software’s quality Quality assurance you can rely on — for secure, stable, and high-performing websites.
Outdated SEO Content Cleanup
Status: Production The client manages content across multiple websites with hundreds of thousands of articles. They needed to remove outdated SEO content — paragraphs with various headers and links scattered throughout the articles. I built a bulk cleanup pipeline to identify, queue, and automatically process the affected content. Key features Bulk article export and analysis using OpenRefine CSV-driven identification of articles containing outdated SEO content Custom Drupal form for generating queue items from CSV data Automated queue processor that removes or rewrites SEO content based on defined rules Scaled to hundreds of thousands of articles across multiple sites
Price Monitoring and PPC Automation
Status: Production The client runs an e-shop with tens of products listed on price comparison tools Heureka.cz and Zbozi.cz, alongside PPC ads for each product. Managing pricing strategy and ads involved a lot of manual work. I built a system that monitors prices and automatically adjusts them, plus generates dynamic PPC ads. Key features Automated product price monitoring across comparison platforms Algorithmic price adjustment based on market trends and e-shop requirements Dynamic PPC ad generation with current product prices and descriptions Reduced manual work for pricing strategy and ad management