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Signal Over Noise

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Yadda 3.0.0: BDD in the Age of AI Agents

Yadda 3.0.0 is out. The release modernises the JavaScript BDD library, but more interestingly, it was largely built by Claude Code and points to why executable specifications may become even more valuable in an agentic development world.

More Experiences of Vibe Coding

Further experience with Claude has strengthened my view that code quality matters more, not less, in the age of vibe coding. Left unguided, it amplifies duplication and weak abstractions; tightly constrained, it can be impressively precise. Generative AI is an amplifier. It accelerates coherence, and it accelerates mess.

Why Are Experiences Of Vibe Coding So Polarised?

A controlled experiment reveals why developers report vastly different experiences with AI coding tools - and what it takes to achieve reliable, high-quality results.

Addendum: Open Source Contributions in Hiring

Why open source contributions can reveal valuable insights about candidates - not as a requirement, but as a window into passion, problem-solving, and communication skills.

In Defence Of Coding Tests

Why live coding tests remain valuable in hiring, and how to make them fair and effective for both candidates and employers.

Introducing Filby: An Open Source Library for Managing Shared Reference Data

An open-source library that simplifies managing versioned reference data across distributed systems with consistency, reliability, and flexibility.

Freedom vs. Frameworks

Balancing engineering autonomy with organisational standards through eslint-plugin-tech-radar - a mechanism that enforces dependency guidelines without sacrificing developer freedom.

Turn The Team Around!

How a single unconventional target - 'make Portal a destination team' - transformed a struggling, siloed team into one where engineers wanted to work.

NPM search is broken

NPM's new search algorithm returns either relevant but unmaintained packages, or popular but irrelevant ones. Neither is useful.

Reminders as Code

Store critical reminders in version control to avoid costly outages from expired API keys and certificates - a reliable, long-term solution that doesn't depend on third parties.