📰 Dev.to · Diven Rastdus

Here's a pattern I keep running into: you have a batch of items (messages, tickets, documents,...

Two-Pass LLM Processing: When Single-Pass Classification Isn't Enough Here's a pattern I...

Most journal apps give you a blank page and wish you luck. I built one that reads what you write and turns the chaos into structure.

Single-pass LLM classification misses cross-item relationships. Here's how a two-pass pipeline catches escalation patterns, contradictions, and conflicts that n

How I built an interactive 3D globe showing real users at their locations. Next.js 16, three-globe, Supabase, and Nominatim geocoding.

The A2A Protocol: How Google Wants AI Agents to Talk to Each Other Google released the...

FHIR for Software Engineers (Not Just Healthcare Devs) FHIR (Fast Healthcare...

If your SaaS handles payments on behalf of users (marketplace, platform, agency tool), you need...

OAuth Token Vault Patterns for AI Agents AI agents that access third-party APIs on behalf...

Running AI agents in dev is fun. Running them in production is a different sport entirely. I spent...

OAuth Token Vault Patterns for AI Agents AI agents that call external APIs have a problem...

Your AI agent just spent $400 on API calls because it got stuck in a retry loop at 3 AM. Nobody was...

Most AI agent demos work perfectly. Most AI agent deployments fail within a week. I've shipped...

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.

Every AI agent framework promises to make agents easy. None of them do. Here is why the boring stack wins in production every time.

When I first started building production AI agents, I was focused on the wrong thing. I spent weeks...

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.

Sales teams spend 40% of their time on research before making a single call. Finding company details,...

Real architectural trade-offs from building a dual-model RAG system with Amazon Nova embeddings and synthesis

Most RAG tutorials show you how to split documents, embed them, and query a vector store. That part...

Every business needs blog content for SEO. Most use one of two approaches: Pay agencies $300-500...