Multi-agent AI workflows reshape the developer's day-to-day

Bill Doerrfeld | August 11, 2025

My latest for InfoWorld explores the state of multi-agent AI coding workflows

In a multi-agent coding workflow, an engineer leads a "team" of specialist AI agents to perform various SDLC tasks: scaffolding, coding, testing, log analysis, deployment, and more.


It's a cool concept set to reshape the developer's day-to-day. But there are still a lot of gaps, namely around orchestrating agents, updating system prompts, and agent visibility.


My article for InfoWorld offers a rundown of the state of multi-agent coding: the benefits of this in practice and emerging best practices (like having a shared knowledge base and governance strategy for agents).

Read: Multi-agent AI workflows: The next evolution of AI coding

Other Blog Posts

By Bill Doerrfeld • October 5, 2026
My latest for LeadDev interviews a Meta engineer who built an agentic system to optimize their capacity planning, leading to real power use savings.
By Bill Doerrfeld • September 30, 2026
I set out expecting to write an article about how every enterprise was jumping on trendy alternative or "neo" clouds. That ended up not being the case.
By Bill Doerrfeld • September 28, 2026
Join the virtual AI Pen-Testing Conference to explore how AI is changing penetration testing, red teaming, and the security testing of AI systems.
By Bill Doerrfeld • September 28, 2026
Counting down to Nordic APIs Summit 2026 in Stockholm, featuring 60+ speakers exploring agentic AI, APIs, MCP, and security.
By Bill Doerrfeld • September 28, 2026
I covered a Yale and GitHub report on LeadDev that explores developer attitudes on climate change and curbing IT waste.
By Bill Doerrfeld • September 15, 2026
Does your agent really need access to every tool call under the sun?
By Bill Doerrfeld • September 8, 2026
I'll be writing a weekly series for The New Stack this fall covering Kubernetes, cloud native, and everything happening on the road to KubeCon in November.
By Bill Doerrfeld • September 1, 2026
I'm teaming up with Dan Barahona and AI Security University to put together the MCP Security Conference, a free half-day virtual event dedicated to MCP security .
By Bill Doerrfeld • August 27, 2026
My latest DirectorPlus edition interviews Shopify's head of engineering, Farhan Thawar, on their unique internal engineering culture.
By Bill Doerrfeld • August 24, 2026
Neoclouds promise cheaper GPUs and AI-optimized infrastructure, but can they really challenge hyperscalers? My feature on InfoWorld explores their advantages, risks, and likely role in AI compute.