Notes on integration mistakes & fixes, tech debt, legacy modernisation, and new project launches from Allbright Studios.
Link previews, webhooks and email clients all share the same awkward property. The final confirmation lives on infrastructure you do not own. Here is how we now write briefs for work we cannot fully observe ourselves.
The Claude Architect pattern lives or dies on the specification. Here are the five parts of a brief a smaller model can execute without guessing.
Anthropic's four loop types — turn based, goal based, time based, and proactive — map directly onto the Claude Architect model. Here's the mechanism behind letting Fable 5 direct while cheaper models build.
Use Fable 5 as a Claude Architect in Claude Code: let your top tier model plan and specify while cheaper models implement. Cut token costs and ship faster.
The integration mistakes we see most often — from governance failures that sink projects before a line of code is written, to technical patterns that cause silent production failures. A practical guide with real examples, checklists, diagrams, and tooling.
Tech debt is a tool for talking about trade-offs, not a synonym for code you dislike. Here's a more useful way to frame it.