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⚡ AI Lessons

Dev.to · Diven Rastdus
⚡ AI Lesson
3w ago
Our Tests Were Green. The Feature Had Never Worked.
I was doing a UI cleanup pass on our astrology companion app. One card said "Recurring themes are...

Dev.to · Diven Rastdus
⚡ AI Lesson
1mo ago
R8 Minification Silently Killed My Android App's Core Feature (And Tests Didn't Catch It)
My CI pipeline was green. Unit tests passed. The APK built and signed without errors. I installed it...

Dev.to · Diven Rastdus
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
PostHog Custom Events: How I Tracked a $59 Payment Funnel from Page View to Stripe Checkout
You built the landing page, wired up Stripe, launched. And then... silence. Zero purchases. Was the...

Dev.to · Diven Rastdus
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
"PostHog + Next.js 16 App Router: the Suspense gotcha that silenced my analytics for 6 days"
I shipped a no-op stub of PostHogProvider.tsx on April 20. I told myself I would come back to it that...

Dev.to · Diven Rastdus
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Two-Pass LLM Processing: When Single-Pass Classification Isn't Enough
Here's a pattern I keep running into: you have a batch of items (messages, tickets, documents,...

Dev.to · Diven Rastdus
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Two-Pass LLM Processing: When Single-Pass Classification Isn't Enough
Single-pass LLM classification misses cross-item relationships. Here's how a two-pass pipeline catches escalation patterns, contradictions, and conflicts that n

Dev.to · Diven Rastdus
🖌️ UI/UX Design
⚡ AI Lesson
3mo ago
Building a 3D Social Globe with Next.js and three-globe
How I built an interactive 3D globe showing real users at their locations. Next.js 16, three-globe, Supabase, and Nominatim geocoding.

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The A2A Protocol: How Google Wants AI Agents to Talk to Each Other
The A2A Protocol: How Google Wants AI Agents to Talk to Each Other Google released the...

Dev.to · Diven Rastdus
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
"FHIR for Software Engineers (Not Just Healthcare Devs)"
FHIR for Software Engineers (Not Just Healthcare Devs) FHIR (Fast Healthcare...

Dev.to · Diven Rastdus
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Building a Multi-Tenant SaaS with Stripe Connect in 2026
If your SaaS handles payments on behalf of users (marketplace, platform, agency tool), you need...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
OAuth Token Vault Patterns for AI Agents
OAuth Token Vault Patterns for AI Agents AI agents that access third-party APIs on behalf...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
5 Things Nobody Tells You About Running AI Agents in Production
Running AI agents in dev is fun. Running them in production is a different sport entirely. I spent...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
OAuth Token Vault Patterns for AI Agents
OAuth Token Vault Patterns for AI Agents AI agents that call external APIs have a problem...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Why Your AI Agent Needs a Kill Switch (and How to Build One)
Your AI agent just spent $400 on API calls because it got stuck in a retry loop at 3 AM. Nobody was...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The 3 Production Failures That Kill AI Agents (And How We Fixed Each One)
Most AI agent demos work perfectly. Most AI agent deployments fail within a week. I've shipped...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Building a Multi-Agent Medication Reconciliation System with MCP and A2A
How we built a 3-agent AI system that catches dangerous drug interactions at hospital care transitions using Google ADK, MCP, and the A2A protocol.

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The Boring Stack That Beats Every AI Agent Framework
Every AI agent framework promises to make agents easy. None of them do. Here is why the boring stack wins in production every time.

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Why Your AI Agent Needs a Kill Switch (and How to Build One)
When I first started building production AI agents, I was focused on the wrong thing. I spent weeks...

Dev.to · Diven Rastdus
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The $4.2 Billion Agent Economy: 5 Business Models That Actually Work
The agent era has shifted from 'access' to 'execution.' Here are the five business models generating real revenue in 2026, with pricing strategies for each.

Dev.to · Diven Rastdus
⚡ AI Lesson
3mo ago
Building an AI-Powered Sales Intelligence Pipeline from Scratch
Sales teams spend 40% of their time on research before making a single call. Finding company details,...

Dev.to · Diven Rastdus
🔍 RAG & Vector Search
⚡ AI Lesson
3mo ago
Building a Production RAG Pipeline: Architecture Decisions That Matter
Real architectural trade-offs from building a dual-model RAG system with Amazon Nova embeddings and synthesis

Dev.to · Diven Rastdus
🔍 RAG & Vector Search
⚡ AI Lesson
3mo ago
What Actually Breaks When You Put RAG in Production
Most RAG tutorials show you how to split documents, embed them, and query a vector store. That part...

Dev.to · Diven Rastdus
🛠️ AI Tools & Apps
⚡ AI Lesson
4mo ago
I Built an AI SEO Blog Writer That Reads Your Website First
Every business needs blog content for SEO. Most use one of two approaches: Pay agencies $300-500...
DeepCamp AI