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AgentHerder

/ˈeɪdʒənt ˌhɜːr.dər/ (noun)a practitioner who orchestrates fleets of AI coding agents; one who makes sense of parallel, asynchronous agent work without losing the plot.

The practice of working with — not just using — AI.

Running one Claude Code session is using AI.
Running fifteen at once, on purpose, without losing control, is a practice.

We call that practice Agent Herding. This is where to learn it.

See the Bootcamp → Read the free Course → Join the cert waitlist →

6-week prep program · coaching-led cohort · outcome-guaranteed · cert exam bundled · launch cohort 2026. Same curriculum readable free as the self-paced Course.

Why this is a practice, not a skill

For the last 40 years, software engineering assumed one human, at one terminal, writing code. We built our tools, our workflows, our mental models around that shape.

AI coding agents broke that shape. A single developer running 10+ Claude Code sessions in parallel is not just a faster developer. They're doing a qualitatively different job. The bottleneck moved from "how fast can I write code" to "how well can I brief, supervise, and coordinate autonomous workers."

No one taught us how to do that. There's no book. No conference talk. No training program.

Until now.

Agent Herding is the practice of:

  • Decomposing work into briefs an agent can actually execute independently.
  • Parallelising the briefs across sessions without them stepping on each other.
  • Monitoring without micromanaging — knowing when an agent is stuck, off-course, or quietly shipping.
  • Coordinating outputs back into a coherent project, without becoming a bottleneck yourself.

It looks, honestly, a lot like managing a small team of junior engineers — except the juniors cost pennies, never sleep, and produce code faster than you can read it.

Getting to 2–3 parallel sessions is usually self-taught — common sense and a weekend. The wall most people hit is the jump from 3 to 4–12, where the coordination overhead changes shape entirely. That's the step this practice is about.

Three levels of the practice

Agent Herding has three natural stages. Each one sets up the next.

Level 1 — Solo

1–3 parallel sessions. The baseline. CLAUDE.md, skills, context management, briefing a single agent well. This is common sense plus a bit of craft — most developers can learn it alone. Curriculum is here for reference, but you probably already have this.

For: reference, or if you've never run a Claude Code session before.

Level 2 — Parallel

3–8 parallel sessions. Where the practice actually begins. Decomposing work into independent streams, briefing a cohort at once, git workflows that don't collapse under merge conflicts, catching agents that are quietly off-course. This is the jump most people plateau at.

For: senior engineers, leads, and solo founders who have tried to scale beyond 3 sessions and hit a wall.

Level 3 — Fleet

10+ parallel sessions. Exam-grade. Agents spawning agents, forked sessions for alternative approaches, cross-repo coordination, and staying the coordinator instead of becoming the bottleneck. This is what the certification exam actually tests.

For: the practitioners at the frontier — and anyone preparing for the certification exam.

The certification

Cert curriculum is free. Read it as the self-paced AgentHerder Course — no gate, no drip wall. The paid thing is the exam.

The exam is ~3 hours, live, observed by a Principal AgentHerder — someone who already runs 10+ parallel sessions daily. You operate 10+ parallel sessions against a test repo we provide, delivering specified outcomes inside the window. Practice-tested, not knowledge-tested.

What gets graded:

  • Stream count sustained — can you actually hold 10+ productive parallel sessions across three hours?
  • Output quality across streams — are the agents shipping work that holds up, or noise?
  • Coordination hygiene — how do you decide when to bring a stream to foreground for QA vs let it cook?
  • Recovery — how do you handle quota windows hitting, an agent going off-course, brain-fry creeping in?

Pass = Certified AgentHerder. Listable on LinkedIn, recognized across the AgentHerder community. Not-yet = Apprentice — includes one free re-take within 6 months.

Join the waitlist to get:

  • Notified when the free cert curriculum opens.
  • Notified when the exam is live.
  • Early-bird exam pricing for the first 50.

No spam. One email per milestone. Unsubscribe with one click.

Want a structured path to get cert-ready? The AgentHerder Bootcamp is the productized 6-week prep program — coaching-led, cert exam bundled, outcome-guaranteed. See the curriculum →

The practice needs a tool. The tool is cctabs.

You can't herd 15 sessions from a keyboard and a pile of terminal windows. You need a tool that lets Claude open its own tabs, know which tabs are running what, and coordinate across them.

We built one. It's open source, MIT, npm install -g cctabs.

cctabs ≠ AgentHerder. The tool is the lever. The practice is what you're learning to do with it.

cctabs.com →

Who's behind this

Built by Fredrik Wollsén — Agentic Software/Growth Engineer at Augmented Mind, previously Mozilla. Twenty-two years as a professional software engineer; the last decade making AI genuinely useful, personally and professionally.

Currently AI Engineer Principal Tech Lead at F-Secure, where the 4-engineer team he works on has been operating AI-native since August 2025 — sustaining 400+ PRs/month against shipping product, with each engineer running 8–20 parallel Claude Code work streams. Former Claude Code Coach at DNV Cyber. Runs 12–15 parallel sessions daily across product work and independent products (Remember This, My Transcriber).

Everything you'll learn in this program is something the curriculum author does every day, with a real fleet, against a shipping product. Not theorised. Not from a deck.

On stage at: GOSIM AI Vision Forum Paris 2026, Panel 1 — Agentic AI Systems & Human-AI Symbiosis (May 4, 2026).

Writing

  • The AI-Native Engineering Playbook: Crawl, Walk, Run, Fly — the baseline of the practice. 1,100+ reads.
  • 14 Parallel Claude Code Sessions: A Day in the Life of an Agent Herdercoming May 2026 — what it's actually like at Level 3.
  • Subscribe to Positively Fred — new writing on Agent Herding, AI-native engineering, and the products built with this practice.

AgentHerder — the professional practice. cctabs — the tool (MIT).