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Effective Prompting — a Workshop for Young People at IdeaLab in Kielce

Effective Prompting — a Workshop for Young People at IdeaLab in Kielce

A recap of a prompting workshop for young people at IdeaLab in Kielce: talking to an LLM is not magic, just simple, concrete communication. A few rules, some practice — and AI answers exactly the way you want.

  • prompting

  • ai

  • education

  • training

  • kielce

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Eskadra Bielika — Mission Two | Kielce, May 20, 2026

Eskadra Bielika — Mission Two | Kielce, May 20, 2026

A recap of the second Eskadra Bielika mission at Hotel Binkowski in Kielce: a hands-on workshop on deploying a RAG system with the Polish Bielik model on Google Cloud Platform. Event photos in the gallery.

  • bielik

  • speakleash

  • rag

  • gcp

  • ai

  • kielce

  • workshop

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RTCROS Framework: Structure Your Prompts for Better AI Results

RTCROS Framework: Structure Your Prompts for Better AI Results

Learn the six-part RTCROS prompting framework to structure your AI prompts and get consistent, high-quality responses from ChatGPT, Claude, and other LLMs.

  • prompt-engineering

  • ai

  • chatgpt

  • claude

  • llm

  • productivity

  • automation

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Understanding the Simple Memory Node in n8n AI Agents

Understanding the Simple Memory Node in n8n AI Agents

Understand how the Simple Memory node works in n8n AI agents, how window size controls context, and why your chatbot suddenly forgets what you told it.

  • n8n

  • ai-agents

  • langchain

  • memory

  • chatbot

  • openai

  • automation

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How I improved my Next.js website SEO

How I improved my Next.js website SEO

How I raised my Next.js website's Ahrefs Health Score from 28 to 99 in six weeks using Cursor, Vercel, and Google Search Console to fix SEO issues.

  • nextjs

  • SEO

  • ahrefs

  • cursor

  • antigravity

  • git

  • pre-commit

  • vercel

  • google-analytics

  • google-search-console

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TOON vs TRON vs JSON vs YAML vs CSV for LLM Apps

TOON vs TRON vs JSON vs YAML vs CSV for LLM Apps

Analysis of 14 real-world scenarios: TOON cuts LLM token costs 75% and TRON 40% vs JSON, while staying compatible

  • TOON

  • TRON

  • JSON

  • YAML

  • CSV

  • LLM optimization

  • token efficiency

  • AI cost reduction

  • data formats

  • prompt engineering

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TOON vs JSON vs YAML vs CSV for LLM Applications

TOON vs JSON vs YAML vs CSV for LLM Applications

Analysis of 14 scenarios: TOON cuts LLM token costs 75% vs JSON while maintaining full feature parity. Comprehensive comparison.

  • TOON

  • JSON

  • YAML

  • CSV

  • LLM optimization

  • token efficiency

  • AI cost reduction

  • data formats

  • prompt engineering

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State of AI in IT Q4 2024

State of AI in IT Q4 2024

Since the emergence of LLMs on the market, I've been quite skeptical of them. Now I can say that they are a great tool for IT professionals.

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    Angular / Vue / React or Front End Developer?

    Angular / Vue / React or Front End Developer?

    Does it matter which JavaScript framework you use? A short reflection on labelling yourself an Angular, React or Vue developer and switching between them.

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      Recent Posts

      Prompting workshop at IdeaLab in Kielce — participants working at a laptop

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      Effective Prompting — a Workshop for Young People at IdeaLab in Kielce

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      n8n

      OCR in n8n for Multiple Receipts and Invoices at Once — Saving to Google Sheets

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      n8n

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      n8n

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      n8n: ZPE Lesson Generator — from URL to a Complete Lesson in 90 Seconds

      n8n

      n8n: ZPE Lesson Generator — from URL to a Complete Lesson in 90 Seconds

      About Me

      Piotr Sikora - Process Automation | AI | n8n | Python | JavaScript

      Piotr Sikora

      Process Automation Specialist

      I implement automation that saves time and money, streamlines operations, and increases the predictability of results. Specializing in process automation, AI implementation, and workflow optimization using n8n, Python, and JavaScript.

      n8n Workflows

      n8n workflow automation templates

      Explore my workflow templates on n8n. Ready-to-use automations for blog management, data collection, and AI-powered content processing.

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      • Auto-Categorize Blog Posts with AI

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