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AI for Marketing: Repurpose One Asset into Ten

AI for Marketing: Repurpose One Asset into Ten

  • Post author:Filip Lapiński
  • Post published:November 15, 2025
  • Post category:Vertical Use‑Cases

Repurpose Content with AI: A Practical Playbook for High ROI Turn one core asset into multiple, optimized formats using AI—boost reach, saves time, and inc

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Chart and Table QA: Ask Questions About Images

Chart and Table QA: Ask Questions About Images

  • Post author:Filip Lapiński
  • Post published:November 14, 2025
  • Post category:Multimodal (Vision/Audio)

QA for Charts and Tables: A Practical Guide Ensure charts and tables are accurate, accessible, and trustworthy—practical QA steps, checks, and tools to cat

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Calendar, Email, Docs: Automate Routine Workloads

Calendar, Email, Docs: Automate Routine Workloads

  • Post author:Filip Lapiński
  • Post published:November 13, 2025
  • Post category:Agents & Automation

Automate recurring work across calendar, email, and documents Reduce busywork and regain hours weekly by automating scheduling, email triage, and doc hando

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Guardrails 101: From Regex to Schemas to Tools

Guardrails 101: From Regex to Schemas to Tools

  • Post author:Filip Lapiński
  • Post published:November 12, 2025
  • Post category:Evaluation & Guardrails

Guardrails for GenAI: goals, levels, and practical implementation Define clear guardrail goals, choose the right enforcement level, and implement regex, sc

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Edge AI on Raspberry Pi: Practical Use Cases

Edge AI on Raspberry Pi: Practical Use Cases

  • Post author:Filip Lapiński
  • Post published:November 11, 2025
  • Post category:Local & Edge AI

Edge AI on Raspberry Pi: When and How to Deploy Efficient On-Device Intelligence Decide if Edge AI on Raspberry Pi fits your project, pick hardware and sof

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Evaluating RAG: Precision@K, Recall, and Practical KPIs

Evaluating RAG: Precision@K, Recall, and Practical KPIs

  • Post author:Filip Lapiński
  • Post published:November 10, 2025
  • Post category:RAG & Knowledge Retrieval

How to Evaluate and Benchmark Retrieval-Augmented Generation (RAG) Systems Measure RAG quality and cost with clear metrics, tests, and checklists to boost

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Few‑Shot Prompting That Scales: Build a Reusable Library

Few‑Shot Prompting That Scales: Build a Reusable Library

  • Post author:Filip Lapiński
  • Post published:November 9, 2025
  • Post category:Prompting & Workflows

Prompt Engineering Best Practices: From Goals to CI Turn prompts into reliable, measurable assets—define goals, build reusable templates, automate evaluati

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A Practical Glossary of AI Terms (Bookmark‑worthy)

A Practical Glossary of AI Terms (Bookmark‑worthy)

  • Post author:Filip Lapiński
  • Post published:November 8, 2025
  • Post category:AI Fundamentals

AI Glossary for Product Teams Clear definitions and practical examples to align product, design, and engineering teams—use this glossary to reduce confusio

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Postman for AI: Test Prompts Like Endpoints

Postman for AI: Test Prompts Like Endpoints

  • Post author:Filip Lapiński
  • Post published:November 7, 2025
  • Post category:Tools & Ecosystem

Prompt Testing with Postman: Treat Prompts as API Endpoints Turn prompts into testable, versioned endpoints with Postman—validate outputs, track metrics, a

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AI Vendor Due‑Diligence: Questions to Ask

AI Vendor Due‑Diligence: Questions to Ask

  • Post author:Filip Lapiński
  • Post published:November 6, 2025
  • Post category:Privacy, Law & Governance

How to Vet LLM Vendors: Practical Steps for Risk-Aligned Procurement Reduce deployment risk and choose the right LLM vendor with a repeatable vetting frame

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