X postRyan CarsonAnnouncement
As teams run multiple concurrent agents, organizational systems become critical to avoid complexity bottlenecks.
Carson and Vo highlight pragmatic approaches to agent orchestration, relying on folder structures and offline planning rather than complex prompt coordination to manage workload.
Ryan Carson
@ryancarson · 24 August 2026
My 2nd episode with @clairevo is live! You'll learn ... 1. How to manage AI agents at scale Organize, prioritize, and manage multiple concurrent agents using a structured folder system and analog planning 2. How to build AI-driven operational workflows Implement automation
107 likes8 replies95 bookmarks13k views
View on XSummary generated by AI (Gemini 3.8 Flash, 27 September 2026). It may contain errors – the original source is authoritative.
Similar in content, found by the AI search.
VideoVideo:Greg Isenberg
In an interview with Greg Isenberg, Untangle founder and former Treehouse CEO Ryan Carson outlines how knowledge workers are evolving into managers of AI agents. He shares why cloud-hosted VMs replace local environments, how he ships 22 to 40 PRs daily, and the operational automations required to monitor agent behaviour and secure production keys.
Link:Ryan Carson
On his personal website, Ryan Carson shares his background as a tech founder alongside practical patterns for agentic software engineering.
Article:Nate
Nate argues that maintaining AI agents will soon be a more critical skill than creating them. Agents continue to generate output long after becoming inaccurate. Citing Vercel's decision to delete 80% of its sales agent's tools to improve results, he outlines how stripping away bloat and maintaining structural harnesses keeps systems reliable.
X post:Kun Chen
Kun Chen outlines the architectural combination of Herdr and Firstmate for multi-agent workflows. Herdr manages agent lifecycles and organization, while Firstmate acts as the primary orchestrator and single point of contact.
1kbookmarks74.6kviews
VideoVideo:LangChain
In a discussion with Harrison Chase (LangChain), Cognition President Russell Kaplan details the evolution of Devin, the AI software engineer. He explains how common programming tasks are hitting 'intelligence saturation', why mergeability is the new eval benchmark, and how Devin Fusion cuts token costs.
VideoVideo:CURT
Kun, former L8 Principal Engineer at Meta, Microsoft, and Atlassian, demonstrates his high-throughput agentic engineering setup. His open-source tool firstmate allows a single lead agent to orchestrate worker agents across dozens of active repositories.
Parts of this content were created with the assistance of AI.
