Start here

Working with AI agents

Practical methods for getting real, shippable work out of AI agents: structuring the workflow, keeping people at the decisions that matter, running agents safely in production, and the editor tooling that makes it all faster.

More on AI agents

15 Jan 2026 · 14 min read

From Chaos to Curtain Call: How I Engineered Consistent Delivery with AI Agents

How I used a team of specialised AI agents to automate repetitive code review checks and cut my review time by 60%, so I only review what needs a human.

TutorialAI Engineering

Ink sketch of a small theatre stage with the curtains drawn back and seven doodled robots taking a bow in a neat line

12 Jan 2026 · 9 min read

How AI Agents Scale Software Engineering: The Agentic Workflow

The agentic workflow: how a pipeline of AI agents acting as product manager, architect, engineer and QA can scale software engineering without cutting quality.

AI EngineeringArticles

Ink sketch of a short assembly line of four doodled robot specialists, one with a clipboard, one with a blueprint, one with a wrench, one with a magnifying glass, passing a single box along

5 Jan 2026 · 9 min read

Production-Grade AI Agents: A Survival Guide for Engineering Leaders

Why AI agent prototypes fail in production, and what engineering leaders need instead: reliability, cost controls, observability and PromptOps.

AI EngineeringArticles

Ink sketch of a small robot wearing a hard hat and a safety harness clipped to a rope, holding a checklist, standing on a ledge

20 Dec 2025 · 6 min read

How to Write Robust Prompt Files for GitHub Copilot in VS Code

How to write reusable prompt files for GitHub Copilot in VS Code: where they live, the anatomy of a robust prompt, and examples for refactoring and tests.

AI EngineeringArticlesDevExTutorial

Ink sketch of a neat stack of recipe cards held with a bulldog clip, lying on a keyboard, one card pulled half out

20 Nov 2025 · 9 min read

Comparing the Latest AI Agent Frameworks in 2025

A practical comparison of TypeScript AI agent frameworks in 2025, including the Vercel AI SDK, LangChain.js and Mastra: features, trade-offs and when to use each.

ArticlesAI Engineering

Ink sketch of three different robot construction kits laid out side by side on a workbench with a tape measure and calipers comparing them

9 Oct 2025 · 6 min read

Create Jira Tickets from VS Code with GitHub Copilot and MCP

Set up VS Code, GitHub Copilot and MCP servers for Sentry and Atlassian to create well-structured Jira tickets straight from your editor.

API IntegrationArticlesAI Engineering

Ink sketch of a code editor window with a cable and plug coming out of it, plugged into a stack of paper tickets like raffle tickets