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📰 Dev.to · Omnithium

13 articles · Updated every 3 hours · View all reads

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When NOT to Use AI Agents: A Realistic Framework
Dev.to · Omnithium 4d ago
When NOT to Use AI Agents: A Realistic Framework
We build AI agent infrastructure for a living. So when we say "don't use AI agents for this," it's...
Human-in-the-Loop Patterns for High-Stakes AI Agent Decisions
Dev.to · Omnithium 4d ago
Human-in-the-Loop Patterns for High-Stakes AI Agent Decisions
Autonomous AI agents are genuinely useful, until they aren't. A customer-service agent that refunds...
LLM Cost Optimization for Agent Workflows: A Practical Guide
Dev.to · Omnithium 4d ago
LLM Cost Optimization for Agent Workflows: A Practical Guide
AI agents burn through tokens fast. A single multi-step agent workflow, classify an intent, retrieve...
Agentic AI for Cybersecurity: Autonomous Threat Detection and Response
Dev.to · Omnithium 5d ago
Agentic AI for Cybersecurity: Autonomous Threat Detection and Response
Your SOC ingests 10,000 alerts daily. Analysts triage, correlate, escalate. They close tickets. They...
Multi-Tenant AI Agent Architectures: Isolation, Routing, and Data Safety
Dev.to · Omnithium 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Multi-Tenant AI Agent Architectures: Isolation, Routing, and Data Safety
When your SaaS product ships AI agents that act on behalf of dozens, then hundreds, then thousands of...
Migrating from LangChain to a Production AI Agent Platform
Dev.to · Omnithium 2w ago
Migrating from LangChain to a Production AI Agent Platform
You built your first AI agent with LangChain. It worked surprisingly well for a proof-of-concept....
Memory and Context Management in Long-Running AI Agents
Dev.to · Omnithium 2w ago
Memory and Context Management in Long-Running AI Agents
Most AI agent tutorials focus on single-turn conversations or simple API calls. Production systems...
Multi-Agent vs Single-Agent: How to Choose the Right Architecture
Dev.to · Omnithium 2w ago
Multi-Agent vs Single-Agent: How to Choose the Right Architecture
The most common architectural mistake teams make when building AI agents isn't choosing the wrong...
What Are AI Agents? A Complete Guide for 2026
Dev.to · Omnithium 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What Are AI Agents? A Complete Guide for 2026
AI agents are transforming how businesses automate complex workflows. Unlike traditional automation...