Agentic Growth Accelerator

The full curriculum

Cohort 3: Tue 30 June – Fri 24 July 2026

Works with your existing AI setup

ClaudeChatGPTGemini

60 graduated from Cohort 1, with 120 more building agents in Cohort 2. Cohort 3 starts Tue 30 June 2026.

Week 1Foundations & safety
  • Agent Foundations
  • Security
Week 2Your tools & reusable skills
  • Integrations & MCP
  • Skills
Week 3Agents that work without you
  • Proactive Agents
  • Team Agents
Week 4Build software & showcase
  • Coding Agents
  • Showcase
Week 130 Jun – 3 JulFoundations & safety
1
Tue · 30 Jun · 2:30–5:00pm

Agent Foundations

Build in Claude, ChatGPT or Gemini: as a Project, in Cowork, or a local folder for Claude Code

You leave with your first purpose-built agent set up and running, plus the mental model that makes every agent after it easier to build. Most people start with a personal strategy coach that knows their background, their 2026 goals, and the patterns that hold them back.

What you'll build

  • Your first agent, in the container that fits you: a Project in Claude or ChatGPT, a folder-backed Cowork agent, or a local folder for a coding agent
  • A role profile that captures your work, your team, and how you think, so the agent stops giving generic advice
  • Custom system instructions generated through a guided, coaching-style interview
  • A background knowledge base, built with Deep Research, that your agent draws on every day

What you'll learn

  • How agents actually work: the brain (the model), the context (memory and files), and the tools it can reach for
  • The difference between instructions that are always on and context that travels with you, and why that distinction makes or breaks an agent
  • When to use a Project, when to use Cowork, and when to reach for a coding agent
  • Why context beats clever prompting, and the document structures that make agents remember what matters

What you won't get anywhere else

I'll share two highly refined mega-prompts I've developed over months of daily use: an Interview Prompt that interrogates your communication style, decision-making, and blind spots to generate deeply personalised instructions, and a Personal OKR Prompt that gets you crystal clear on what you're actually optimising for. People I've delivered these to have described the experience as life-changing. These are not generic templates.

2
Fri · 3 Jul · 2:30–4:30pm

Security

Working with agents safely

Before you wire AI into your CRM, calendar, and files, you need to know the risks. You leave with a clear mental model for what's safe to connect, what isn't, and the vetting checklist you'll use before installing any integration in Week 2.

What you'll learn

  • Prompt injection in plain English: how hidden instructions get into the content your agent reads, why email is the highest-risk channel, and how to shrink the attack surface
  • How to vet an MCP server before you trust it: official versus DIY, read-only first, and the safe-first-test pattern
  • Permission scoping and blast radius: deciding what an agent should and should not be able to see, do, or change
  • The higher-risk territory (browser control and computer use) and the compliance questions to ask before adopting any AI tool

What you won't get anywhere else

We use real moments of confusion from past cohorts (file-sharing permissions, a live prompt-injection demo) as the teaching examples, so the risks land concretely instead of as abstract warnings.

Week 27 Jul – 10 JulYour tools & reusable skills
3
Tue · 7 Jul · 2:30–5:00pm

Integrations & MCP

MCP servers (Attio, Todoist, Calendar) and native connectors

Your agent goes from smart-but-blind to wired into your actual tools. We use a go-to-market pipeline as the worked example, but the techniques apply to any workflow: connect your CRM, task manager, calendar, or any platform so your agent can read, act, and automate across them.

What you'll build

  • Live connections between your two or three most-used tools, so your agent works from your real data
  • A multi-tool workflow, for example: find deals untouched for a week, then create follow-up tasks with full context
  • A diagram of your main platforms and where data flows between them, ready to share with your team
  • A ranked list of automation ideas for your business, sorted by impact and effort

What you'll learn

  • What MCP (the Model Context Protocol) is, why it has become the standard for connecting AI to live platforms, and how local and hosted servers differ
  • The safe-first-test pattern for any integration: read before you write, verify before you edit
  • Chaining tools together so platforms that don't talk to each other directly can work through your agent
  • Permission scoping in practice: controlling what your agent can see, do, and modify across every connected system

What you won't get anywhere else

A couple of years ago this kind of setup would have taken weeks of custom development. Now you build it in a single session. I've run this exact stack daily since late 2025 across consulting, coaching, and sales, and you'll see the real workflows live: a pipeline review that surfaces stale deals, call prep with research pulled in automatically, and post-meeting follow-ups that update the CRM and create tasks in one go.

4
Fri · 10 Jul · 2:30–4:30pm

Skills

Reusable, named workflows

Skills are the unlock that makes everything afterwards easier. You leave having shipped at least one skill, with a clear sense of what separates a genuinely good skill from an OK one, and how to share it with your team.

What you'll learn

  • The taxonomy that ends the confusion: context file versus system instruction versus skill versus integration, and when to reach for each
  • What is inside a great skill: the description that makes it trigger at the right moment, the steps, and the examples
  • The quality moves that separate a reliable skill from a flaky one: source-of-truth rules, context discipline, and a troubleshooting block
  • How to share skills across a team, from sending a single file to a shared repository with named owners

What you won't get anywhere else

We walk through a real skill I use every day to process coaching transcripts, then build a brand-new skill live using the skill-creator eval loop, which compresses days of trial-and-error into minutes. Advanced builders get the consolidation; newcomers get a working skill they can copy.

Week 314 Jul – 17 JulAgents that work without you
5
Tue · 14 Jul · 2:30–5:00pm

Proactive Agents

Scheduled, always-on agents

The session Cohort 2 asked for most. You leave with at least one proactive agent running on a schedule that genuinely earns its place (not just a daily info dump), and a clear ladder for making it more useful every week.

What you'll build

  • Your first scheduled agent that runs on its own, reads yesterday's output, and reports back without being asked
  • An upgrade path that adds your business context so it suggests actions, not just summaries
  • A stretch build where the agent drafts the work for you, not just flags it
  • A plan for where it should live, from running on your laptop to cloud-hosted and always on

What you'll learn

  • The four-level ladder for proactive agents: briefing, then suggestions, then drafted solutions, then an agent that reviews and improves its own past runs
  • What makes a proactive task worth keeping: it acts on your context, respects your attention, and gets better over time
  • Real, working examples: a morning briefing, automatic capture of commitments from your meetings, and a daily revenue check
  • How and when to graduate from your laptop to an always-on, cloud-hosted agent

What you won't get anywhere else

Picture the difference between an intern who emails you a status report and an eager teammate who says 'this could be better, want me to fix it?'. That's the jump this session is about. I'll walk through my own growth agent, built over six weeks of iteration, showing the real output at each level so you can see exactly where yours can go. The skills you built in Week 2 pay off hard here.

6
Fri · 17 Jul · 2:30–4:30pm

Team Agents

Rolling agents and skills out across your team

Weeks 1 to 3 make you more capable. This session makes your whole team more capable. You leave with a rollout map: which tools go where, how to share skills and context, and how to build a culture that keeps people learning.

What you'll learn

  • How to deploy a shared agent, loaded with your company context, that everyone on the team can use from the tools they already work in
  • Where company knowledge should live so agents can actually navigate it, and why structure beats dumping everything in one place
  • Sharing skills across a team at three levels, from a single shared file to a maintained repository with named owners
  • The realistic adoption picture: you don't need everyone building, you need a focused group building things everyone else benefits from

What you won't get anywhere else

This answers the question a Cohort 1 CEO kept asking: how do I radiate this out to the rest of the organisation? We use real examples from teams in the room, including a public skills repository other companies copy, and the patterns that make a rollout stick instead of fizzle.

Week 421 Jul – 24 JulBuild software & showcase
7
Tue · 21 Jul · 2:30–5:00pm

Coding Agents

Claude Code, Cowork, Codex, or Cursor (your choice)

Write a clear, one-shot brief, hand it to a coding agent, and watch it build. No coding required. You experience directing an agent that already knows how to code, and the power of running several in parallel. Software teams ship a working prototype; everyone else ships a validation page to test demand.

What you'll build

  • A one-shot PRD: a brief so clear that a developer, an agency, or an AI agent could build from it without follow-up questions
  • A live, deployed prototype or validation page, built from your brief
  • First-hand experience managing more than one agent working in parallel
  • Something you can share with users, your team, or investors the same day

What you'll learn

  • The mindset shift: you're not learning to code, you're learning to direct an agent that already can
  • The one-shot brief format that prevents hours of fixes, and why the plan lives in a file the agent ticks through, not in the chat
  • Which tool fits which job: Claude Code and Cowork for custom builds, Lovable and Replit for quick prototypes
  • Directing an autonomous agent: when to let it run, when to step in, and how to course-correct without starting over

What you won't get anywhere else

I've logged well over 100 hours with coding agents, building prototypes, internal tools, landing pages, and full applications. You get the distilled version: which tool to use when, the prompting patterns that actually work, the mistakes that waste an afternoon, and the shortcuts that save one. This is not a tutorial you could follow on YouTube; it's guided building with someone who has done enough of it to know where things break.

8
Fri · 24 Jul · 2:30–4:30pm

Showcase

Demo day

The finale. Members of the cohort demo what they built, we celebrate the standout agents from across the four weeks, and we map out what to build next. You leave with a clear picture of what is possible well beyond the programme.

What's included

4 weeks • 8 live sessions • weekly guest speakers & office hours • yours to keep

4× Live Build Workshops

Tuesdays · 2.5 hrs

Each week you build a working agent from scratch, live with the cohort. An hour of teaching, then a guided co-build.

4× Tactics Sessions

Fridays · 2 hrs

Sharper craft on top of the week's build: security, skills, team rollout, and the techniques that make your agents better.

Guest Speaker Lunch & Learns

Thursdays

A weekly session with a specialist guest, going deeper on a topic that complements the week.

Weekly Office Hours

Grouped by department

Drop-in sessions by function to get feedback on your agents and see how others are solving the same problems.

1:1 Coaching with James

Optional add-on

Add a Coaching Package for three 1:1 or small-group strategy sessions on your specific agents and rollout.

Private Community

Four weeks inside a group with James and the cohort. Share wins, swap notes, and get unstuck between sessions.

Full Recordings & Guides

Every session is recorded, with step-by-step build guides, so you can catch up or go deeper any time.

Prompts, Templates & Frameworks

The mega-prompts, system instructions, skills, and agent frameworks you build are yours to keep and adapt.

Partner Perks

Discounts on Granola, Attio, and more.

Works with Claude, ChatGPT, Gemini, and whatever AI tools you already use.

Ready to build?

4 weeks. 8 live sessions. Skills and agents that stay with you.

Questions? Email hello@jamesmcaulay.co.uk