AI Engineering

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