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Last Week in AI
Last Week in AI

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
Day 1 of 60 — Learning AI Integration in Public
Cess Mbugua · 2026-04-29 · via DEV Community

Cess Mbugua

I'm a student learning AI integration and automation by building one real workflow every day for 60 days. Everything gets documented and pushed to GitHub. Starting today.


What I learned: you can use an LLM to drive actual routing logic in a workflow — not just generate text. Claude reads each email and returns a full JSON decision object that n8n acts on instantly.
How it works:

Gmail triggers n8n on every new email
Claude API classifies it — urgency, category, sentiment, summary & suggested reply
Switch node routes it:

  • Urgent → instant Slack alert
  • Standard → Airtable + Slack
  • FAQ → auto-replied by Claude, zero human touch

Biggest lesson: getting Claude to return consistent, parseable JSON every time is harder than it sounds — and if it breaks, everything breaks. Prompt structure matters more than I expected.
Stack: n8n · Claude API · Gmail · Airtable · Slack
🔗 https://github.com/mbuguacessy-glitch/ai-support-ticket-router
59 builds to go!

learninpublic #buildinpublic #automation #ai