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The Rediscovery of Deep Specification: How LLMs will Rewrite the Agile Playbook
Agile moved us away from deep specification for good reasons. LLMs may have quietly removed them. Our Director of Engineering, Brendan Lawlor, makes the case that some assumptions shaping software development for 25 years are worth revisiting.
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May 26, 2026
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Getting Started with Datadog
Datadog is a key tool in our cloud engineering team's Well Architected Framework Audits which help organisations realise cost savings on their cloud environments, as well as map out a path to improved maturity in performance, reliability and security.
READ MOREJun 02, 2025
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The Rediscovery of Deep Specification: How LLMs will Rewrite the Agile Playbook
Agile moved us away from deep specification for good reasons. LLMs may have quietly removed them. Our Director of Engineering, Brendan Lawlor, makes the case that some assumptions shaping software development for 25 years are worth revisiting.
READ MORE
May 26, 2026
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ARTICLE
Supply Chain Defense for Modern Package Managers
Modern software imports code from hundreds of strangers at build time, and AI-powered attackers are making that risk harder to ignore. Our Software Architect, Russ, breaks down the practical defences every engineering team should have in place across TypeScript, C#, Python, Kotlin, and Rust.
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May 20, 2026
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ARTICLE
Comprehension Debt: How Misusing AI Can Make You Worse At Your Job
Using AI to move faster is useful. Losing the reasoning behind what it produces is a risk most teams underestimate. Our Software Architect, Russ, explores comprehension debt, what it is, why it applies across every role, and how to avoid it.
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Apr 28, 2026
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ARTICLE
Chrome Dev Tools AI Generated Code for Page Querying and Brainstorming
Chrome 147 added AI code generation directly in the developer console, and it's more useful than it sounds. This article walks through practical examples of using it for DOM querying, data scraping, and quick rebranding proofs of concept without writing a line of code manually.
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Apr 21, 2026
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ARTICLE
Caveman AI Skill for Terse Replies
AI output is often too long, too polished, and full of filler. Our Software Architect, Russ, shares the Caveman skill, a practical way to strip AI responses back to what actually matters, with installation instructions and usage options for individuals and teams.
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Apr 13, 2026
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ARTICLE
Brooks’ Law Still Holds. But Something Else Changed.
Brooks' Law hasn't broken, but something fundamental has shifted. Our Director of Engineering, Brendan Lawlor, explores how LLMs are moving the bottlenecks in software delivery and what that means for engineering roles at every level.
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Mar 25, 2026
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ARTICLE
What I Actually Want From AI in Software Delivery: Read the Logs, Write the Fix, Let Me Approve
Code generation is only half the story. Our Software Architect, Mel Collins, makes the case for AI that stays in the loop after the code is written, reading logs, identifying root causes, preparing fixes, and handing the result to a human for approval.
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Mar 16, 2026
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IDE-Less Development with Codex
Our Software Architect, Mel Collins, built a fully functional Android app in 5 hours using Codex, with no prior Android, Flutter, or Bluetooth protocol experience. A practical look at what IDE-less, conversational AI development actually looks like in practice.
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Mar 11, 2026
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CLEAR. Practical AI-First Design Principles for Real Codebases
AI tools have given architecture a second consumer alongside human developers. Our Software Architect, Mel Collins, outlines CLEAR, the practical framework for designing codebases where both humans and AI can reason effectively.
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Jan 20, 2026
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ARTICLE
Understanding (and fixing) the LLM Hallucinations Problem
LLM hallucinations are one of the most discussed limitations of AI, but what causes them and can they be fixed? This article explains why models hallucinate and the techniques being used to contain them. A practical read for anyone working with AI where accuracy matters.
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Nov 04, 2025
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