API Gateway

Agentic Workflow Mesh vs. Traditional API Gateway: Which Traffic Control Architecture Should Enterprise Backend Teams Choose in 2026?

Agentic AI

Agentic Workflow Mesh vs. Traditional API Gateway: Which Traffic Control Architecture Should Enterprise Backend Teams Choose in 2026?

There's a quiet architectural war being fought inside enterprise backend teams right now. On one side: the trusty, battle-hardened API Gateway, the traffic cop that has ruled north-south request routing since the microservices revolution. On the other: the emerging Agentic Workflow Mesh, a new class of infrastructure purpose-built

By Scott Miller
The Agentic Burst Problem: Why Your API Gateway Rate-Limiting Architecture Will Break in Q3 2026 (And How to Fix It Before It Does)

API Gateway

The Agentic Burst Problem: Why Your API Gateway Rate-Limiting Architecture Will Break in Q3 2026 (And How to Fix It Before It Does)

There is a quiet architectural time bomb ticking inside most enterprise backend stacks right now. It was planted innocently enough, through years of well-intentioned API gateway configurations tuned for human-paced request patterns. But in Q3 2026, as enterprises accelerate their rollouts of concurrent agentic workflows, those configurations are going to

By Scott Miller
How to Implement Cross-Tenant AI Agent Rate Limiting and Token Budget Enforcement Using API Gateway Policies Before Runaway Agentic Workflows Bankrupt Your Enterprise Cost Centers in Q3 2026

AI Agents

How to Implement Cross-Tenant AI Agent Rate Limiting and Token Budget Enforcement Using API Gateway Policies Before Runaway Agentic Workflows Bankrupt Your Enterprise Cost Centers in Q3 2026

It started with a Slack message nobody wanted to send. A platform engineering lead at a mid-sized SaaS company opened their cloud billing dashboard on a Monday morning in early 2026 and found a $340,000 LLM API invoice for a single weekend. The culprit: a newly deployed agentic workflow

By Scott Miller
How to Build a Per-Tenant AI Agent Rate Limit Negotiation Pipeline That Dynamically Reclassifies Tenant Priority Tiers During Upstream Foundation Model Provider Outages

AI Agents

How to Build a Per-Tenant AI Agent Rate Limit Negotiation Pipeline That Dynamically Reclassifies Tenant Priority Tiers During Upstream Foundation Model Provider Outages

Here is a scenario that will feel familiar to any platform engineer running a multi-tenant AI product in 2026: it is 2:17 AM, your on-call alert fires, and your upstream foundation model provider (OpenAI, Anthropic, Google Gemini, or one of the newer players like xAI Grok API) is experiencing

By Scott Miller
7 Ways Backend Engineers Are Misconfiguring Agentic API Gateway Policies in 2026 ,  And Why the March AI Model Release Wave Is Exposing These Multi-Tenant Rate Limit Blind Spots Before Your SLAs Do

API Gateway

7 Ways Backend Engineers Are Misconfiguring Agentic API Gateway Policies in 2026 , And Why the March AI Model Release Wave Is Exposing These Multi-Tenant Rate Limit Blind Spots Before Your SLAs Do

It has been a brutal few weeks for platform teams. The March 2026 wave of major AI model releases, from updated frontier reasoning models to a new generation of lightweight, edge-deployable agents, has done something no load test ever quite managed: it has exposed the quiet, compounding failures hiding inside

By Scott Miller