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Day 4: Production Patterns - Persistence and Human-in-the-Loop
Day 4 of the 4‑Day Series – Agentic AI with LangChain/LangGraph focuses on two production‑ready features: Persistence Memory and Human‑in‑the‑Loop. Persistence...
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Monetzly: Transforming AI Conversations into Developer Revenue
Monetization Without Paywalls: The Future of AI Apps is Here with Monetzly The biggest challenge in the AI space today isn't just about building smarter applic...
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How Database-Driven Kubernetes Automation Actually Works
In my previous post I explained why I built Lynq and the problems it solves, but I didn’t dive into how it actually works. Below is a concise walkthrough of the...
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Mastering AI Agents: Lessons from the Google x Kaggle Intensive & My Capstone
Introduction Before taking the 5‑Day AI Agents Intensive Course with Google and Kaggle, I viewed Large Language Models LLMs primarily as knowledge engines—adva...
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Does NPS Really Predict Revenue in Healthcare Clinics? I Spent 12 Weeks Finding Out.
Why I Questioned NPS in Healthcare The Origin Story For 6+ years grinding in Brazilian aesthetic healthcare clinics, I saw NPS treated like gospel: everyone wo...
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New Relic - CPU usage (%) and Load Average
Background At AWS re:Invent 2025 I gave a brief demonstration at the New Relic booth. In Linux environments administrators often rely on CPU usage and load‑ave...
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AI doesn't make typos, I do (and I'm learning): My raw notes from the Google Agents Challenge
Back in November, I dove into the 5‑Day Gen AI Intensive with Google and Kaggle. I entered as a visual artist and consultant, looking for tools. I left with som...
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Neo4j GraphRAG: Intelligent Knowledge Graph Querying with AI
GraphRAG + Knowledge Graphs + Ontology Engineering + Semantic Search + AI-Powered Retrieval What is GraphRAG? GraphRAG Graph‑based Retrieval‑Augmented Generatio...
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Custom Domain Emails for free
Can’t pay for a full Google Workspace account just to send and receive professional emails from your custom domain? You don’t have to. By using Cloudflare for i...
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Chunking and Segmentation: The Quiet Failure Point in Retrieval Quality
!Cover image for Chunking and Segmentation: The Quiet Failure Point in Retrieval Qualityhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,grav...
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Idempotent Dockerfiles: Desirable Ideal or Misplaced Objective?
TL;DR Idempotent or fully reproducible Dockerfiles are often touted as best practice, but in most real‑world engineering environments they are not the right obj...
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VulnForge: Probably One of the Hardest Damn Local Web Apps To Fully Crack
!Cover image for VulnForge: Probably One of the Hardest Damn Local Web Apps To Fully Crackhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...