---
title: "Orchestration Layers Become the New Scaling Constraint"
canonical: "https://current.tinyfish.ai/issue/15/market-pulse/article/9120/orchestration-layers-become-the-new-scaling-constraint"
publication: "TinyFish"
publisher: "TinyFish"
language: "en-US"
guide: "https://current.tinyfish.ai/llms.txt"
issue: 15
section: "market-pulse"
section_name: "Market Pulse"
published: 2026-02-03
updated: 2026-02-04
word_count: 105
source_links: 0
---

# Orchestration Layers Become the New Scaling Constraint

*February 3, 2026*

[Read on the website](<https://current.tinyfish.ai/issue/15/market-pulse/article/9120/orchestration-layers-become-the-new-scaling-constraint>)

Gartner tracked a 1,445% increase in multi-agent system inquiries between Q1 2024 and Q2 2025. Teams are moving past single-agent experiments into coordinated architectures where specialized agents work together. The pattern resembles what happened with microservices: breaking monoliths into smaller, focused components that need coordination.

Over the next six months, orchestration complexity looks likely to become the primary bottleneck. Among organizations surveyed, 57% already run multi-step workflows, with 81% planning expansion. But coordinating multiple agents introduces new problems: routing decisions, context management, resource allocation across agent fleets. The infrastructure question shifts from accessing models to managing the control plane that makes agents work together efficiently.

## More

- [Market Pulse — Issue 15](<https://current.tinyfish.ai/issue/15/market-pulse/markdown>)
- [Issue 15](<https://current.tinyfish.ai/issue/15/markdown>)
- [Publication guide](<https://current.tinyfish.ai/llms.txt>)