Agents Can Produce More Code in a Day Than I Used to in a Week
Agents can produce more code in a day than I used to in a week. That's not entirely a good thing.
Elysium Blog
AI Development
Blog posts filed under AI Development.
There's Really No Need to Write Functional Specs Anymore
A vibecoded prototype isn't just a rough sketch. It's a working, interactive specification, and one heck of a starting point.
Spec Driven Development Is Just Waterfall Wearing New Shoes
Spec driven development isn't a new paradigm - it's waterfall, repurposed for the agentic age. The discipline that agile tried to escape is the discipline our a…
AI Can Write the Code. You Still Need Someone Who Knows What to Build.
AI coding tools are fast. But speed makes experienced developers more important, not less - when you can produce the wrong code 10 times faster, you need someon…
The Fastest ROI in AI Development Isn't Customer-Facing
The highest-return AI development work often isn't a product feature or a customer-facing tool - it's the internal jobs your team dreads, automated in an aftern…
Building a CLAUDE.md for a Legacy Rails App: A Field Report
What we learned modernising a 15-year-old courier system for the age of AI agents - with the exact file structure, conventions, and test results we used.
Coding For Agents: Why Contextual Readiness is the New Technical Debt
Leading teams create in-repo guidance for their AI agents to slash onboarding time, banish hallucinations, and multiply delivery speed. Is your team Agent-ready…
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