#workflows
#bots
Gen 3 AI Bots: Why MCP-Orchestrated Agents Replace Flow Bots
Flowchart bots break when users ask something unexpected. Gen 3 bots use MCP tools and LLM reasoning to handle edge cases without pre-built branches.
#workflows 4
#workflows
4 articles
#ai-agents
#workflows
LLM Cost Optimization: How Confidence Routing Cuts Inference Bills by 80%
A practical guide to LLM cost optimization: confidence-based model routing, response caching, model tiering, and prompt token reduction. See the cost math for routing 100K queries per month across cheap, mid, and capable model tiers.
#workflows
#ai-agents
30 Workflow Automation Examples: How AI-Native Nodes Work in Practice
30 concrete workflow automation examples using AI-native nodes: agent loops, confidence routing, guardrails, identity gates, and parallel execution — all running on Durable Objects.
#workflows
#bots
Introducing Aerostack: Workflows, MCPs, and Intelligent Bots on the Edge
We built Aerostack because MCP configuration doesn't scale. Here's how we turned that into a platform where agents build infrastructure for other agents.