AI Training for Engineering Teams

AI Training for Engineering Teams

Turn AI agents into your team's unfair advantage

Audience

Who this is for

01

Engineering Leadership (CTOs, VPs, EMs)

Establish a scalable strategy for AI adoption across your organisation. We guide leadership in standardising agentic workflows, governing secure access to production repositories, and measuring authentic velocity improvements beyond raw output metrics.

02

Staff & Senior Engineers

Elevate your technical leadership from code generation to systems orchestration. Your lead engineers will master building custom MCP integrations, scripting autonomous multi-file architectural updates, and asserting strict design patterns at scale.

03

Mid-level & Junior Developers

Accelerate the trajectory of your developing talent. We equip them with advanced agentic debugging and proactive context-management techniques, enabling them to independently resolve deep architectural dependencies and compound their daily impact.

Overview

Workshop overview

AI coding now requires an architectural mindset, shifting from basic autocomplete toward sophisticated agentic operations. In this intensive 3-day deep-dive, we train your engineering teams to treat AI as an autonomous technical peer: architecting bespoke multi-agent pipelines, establishing strict MCP-enabled quality gates, and reliably automating comprehensive epics from initial triage through to tested production readiness.

Curriculum

Modular structure

Tailor the workshop to your team's specific bottlenecks. You can book any combination of the three modules below.

MODULE 01

Advanced Agentic Workflows & System Architecture

A practical deconstruction of what enables an AI agent to reason and act independently. We break down the core agentic stack—the Brain (models), Memory (long-term context), and Hands (function calling)—and demonstrate how these components orchestrate multi-step engineering tasks.

  • Architect 'digital employees' capable of reading Jira tickets, formulating solutions, and committing validated code
  • Deconstruct the modern agent stack to master the intersection of reasoning models, memory, and tool integration
  • Automate specialised, multi-stage engineering pipelines previously reliant on extensive manual intervention
MODULE 02

Agent Architecture & Performance Optimisation

Strategic alignment of agent design to business reality. Not every problem requires the same architectural complexity. We teach your team how to properly evaluate, select, and scale the right pattern without over-engineering your solutions.

  • Distinguish precisely when to deploy retrieval-based vs. action-oriented agents to maximize reliability
  • Implement proven strategies for reducing token consumption and optimising compounding API costs
  • Align complex AI architectures directly to tangible, measurable business outcomes
MODULE 03

Governance, Safety & Human-in-the-Loop Operations

Agentic systems introduce novel risks alongside expanded capabilities. This module focuses on establishing robust trust frameworks, mitigating algorithmic hallucinations, and securely governing autonomous workflows across the organisation.

  • Implement essential human-in-the-loop safeguards to ensure uncompromising safety within autonomous systems
  • Establish rigorous governance protocols defining the intersection between AI agents and business users
  • Master orchestration and workflow patterns using tools like Deep Research agents, NotebookLM, and AI Studio

Workshop details

Duration 1 day per module
Format remote · on-site
Audience For engineering leadership, staff engineers, and mid-level developers
Led by Mark Nguyen
Pricing
From £3,000 per module
Team size Up to 8

Additional seats available - contact for pricing.

Enquire now

Tools and technologies

Google Antigravity
Claude Code
Cursor
Model Context Protocol

Process

How it works

STEP 01

Submit a request

Use the enquiry form to tell me about your team and goals. I'll be in touch within 24 hours to set up a call.

STEP 02

Alignment call

We jump on an alignment call to diagnose your team's specific bottlenecks. We select the high-ROI modules, tailor the curriculum for maximum impact, and finalise the dates.

STEP 03

Execution

I lead the intensive workshop — either remotely or on-site at your offices. Your team leaves equipped with working tools, new workflows, and a radically different perspective on how to build.

Schedule

What to expect on the day

AM

Alignment & strategy

Your team gets set up with the required tools. We map out your pipeline bottlenecks and set the target outcomes for your chosen modules.

Core training block

Intensive, hands-on execution. We dive into your first elected module - focusing entirely on real problems from your team's daily workflows.

PM

Advanced training block

Building on the foundation, we tackle your remaining modules. Your team constructs custom tools, prototypes, or workflows tailored directly to their disciplines.

Integration & handoff

We review the outputs, troubleshoot edge cases, and ensure your team leaves with functional assets and a clear action plan for immediate adoption.

Your workshop facilitator, Mark Nguyen

Your facilitator

Mark Nguyen

16 years building creative products at Microsoft, Amazon, Zynga, and Mediatonic - now training design and engineering teams to multiply their output with AI.

I've delivered hands-on AI training to teams across product design, frontend engineering, and creative production. Every workshop is tailored to your team's specific pipeline and toolchain.

This isn't a prompt-engineering tutorial. Your team will build real tools, automate real bottlenecks, and leave with workflows they can deploy on Monday morning.

Read full bio →

FAQ

Common questions

Do you travel on-site?

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Absolutely. I deliver workshops at your offices across the UK, internationally or remotely via Zoom. Travel costs are factored into the proposal.

Will we get enough individual support?

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Yes. I am joined by experienced technical assistants to maintain a high teacher-to-student ratio. This ensures every participant gets dedicated, hands-on support during the build exercises.

Do participants need prior AI experience?

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No. The workshop is designed to bring cross-functional teams up to speed regardless of prior AI exposure - though advanced participants will still find significant new value.

What happens after the workshop?

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Your team keeps all materials, exercises, and references. I also offer optional follow-up sessions and async support to ensure lasting adoption.

Can the workshop be split across multiple days?

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Yes. Each module is designed as a standalone day, so the engagement can be spread across multiple weeks to minimise disruption to your team's schedule.

What's the maximum team size?

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The standard workshop accommodates up to 8 participants for an intensive, high-quality experience. Larger cohorts can be accommodated - please enquire for pricing.

Equip your team with the unfair advantage

Deploying AI across an engineering org isn't just about handing out API keys - it requires a fundamental shift in how your team architects, reviews, and ships code.

I partner directly with CTOs and engineering leads to deliver intensive, hands-on training that eliminates pipeline bottlenecks, standardises AI tooling, and permanently multiplies your team's velocity.

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Most workshops flick through slides.

This one ends with your team building faster - led by someone who's done it at scale.

Ready?

Start building better, faster

Let's uncover your team's true potential.

Enquire now