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Flowise 101: Drag‑and‑Drop AI Apps

Flowise 101: Drag‑and‑Drop AI Apps

  • Post author:Filip Lapiński
  • Post published:October 25, 2025
  • Post category:Tools & Ecosystem

Flowise Guide: Build LLM Apps with Visual Workflows Learn how to use Flowise to assemble LLM-powered apps via drag-and-drop nodes, test locally, and deploy

Continue ReadingFlowise 101: Drag‑and‑Drop AI Apps
Explainability: What You Must Tell Users (and How)

Explainability: What You Must Tell Users (and How)

  • Post author:Filip Lapiński
  • Post published:October 24, 2025
  • Post category:Privacy, Law & Governance

Practical Guide to Clarifying Purpose, Scope, and Obligations Define clear purpose, scope, and obligations so stakeholders act correctly and reduce risk —

Continue ReadingExplainability: What You Must Tell Users (and How)
Content Refresh Playbook: Update Without Losing Rankings

Content Refresh Playbook: Update Without Losing Rankings

  • Post author:Filip Lapiński
  • Post published:October 23, 2025
  • Post category:Search/SEO & Content

When and How to Refresh Website Content for SEO Wins Refresh content strategically to boost rankings, traffic, and conversions — learn when to act, what to

Continue ReadingContent Refresh Playbook: Update Without Losing Rankings
PII Redaction Tactics for Safer Datasets

PII Redaction Tactics for Safer Datasets

  • Post author:Filip Lapiński
  • Post published:October 22, 2025
  • Post category:Data & Synthetic Data

Practical Guide to PII Redaction: Scope, Detection, and Validation Define PII risk thresholds, pick suitable redaction methods, implement detection, and va

Continue ReadingPII Redaction Tactics for Safer Datasets
AI for Legal Teams: Policy Drafting without Risky Data

AI for Legal Teams: Policy Drafting without Risky Data

  • Post author:Filip Lapiński
  • Post published:October 21, 2025
  • Post category:Vertical Use‑Cases

Implementing Privacy-Preserving Generative AI: Scope, Methods, and Guardrails Practical steps to deploy generative AI that protects sensitive data, reduces

Continue ReadingAI for Legal Teams: Policy Drafting without Risky Data
From Voice Memo to Brief: Fast Audio Workflows

From Voice Memo to Brief: Fast Audio Workflows

  • Post author:Filip Lapiński
  • Post published:October 20, 2025
  • Post category:Multimodal (Vision/Audio)

Turn 30-Minute Voice Notes into a 300-Word Product Brief Convert messy voice memos into a polished 300-word product brief—faster decisions, clearer specs,

Continue ReadingFrom Voice Memo to Brief: Fast Audio Workflows
When to Use Tools vs. RAG vs. Fine‑Tuning

When to Use Tools vs. RAG vs. Fine‑Tuning

  • Post author:Filip Lapiński
  • Post published:October 19, 2025
  • Post category:Agents & Automation

When to Use RAG vs Fine-Tuning for LLM Applications Decide between Retrieval-Augmented Generation and fine-tuning to meet accuracy, latency, and privacy go

Continue ReadingWhen to Use Tools vs. RAG vs. Fine‑Tuning
Measuring Latency and Cost the Right Way

Measuring Latency and Cost the Right Way

  • Post author:Filip Lapiński
  • Post published:October 18, 2025
  • Post category:Evaluation & Guardrails

Latency vs Cost: A Practical Guide to Measuring and Optimizing Trade-offs Learn how to measure latency and cost, set SLOs, and optimize both for better per

Continue ReadingMeasuring Latency and Cost the Right Way
Private AI: Keep Data Local Without Losing Convenience

Private AI: Keep Data Local Without Losing Convenience

  • Post author:Filip Lapiński
  • Post published:October 17, 2025
  • Post category:Local & Edge AI

Privacy-First LLMs: Designing On-Device and Hybrid Architectures Build useful LLM features without exposing sensitive data — practical architecture choices

Continue ReadingPrivate AI: Keep Data Local Without Losing Convenience
Hybrid Search (Lexical + Vector): Best of Both Worlds

Hybrid Search (Lexical + Vector): Best of Both Worlds

  • Post author:Filip Lapiński
  • Post published:October 16, 2025
  • Post category:RAG & Knowledge Retrieval

Hybrid Semantic + Keyword Search: A Practical Implementation Guide Combine semantic embeddings with keyword search to improve relevance and recall — practi

Continue ReadingHybrid Search (Lexical + Vector): Best of Both Worlds
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