B B B B Blog
Notes, experiments, and insights from real-world development work
This section is a space for documenting development experience, experiments, and practical insights gathered across projects and workflows.
It includes technical notes, breakdowns of processes, lessons learned, and explorations of tools and approaches—covering both successful implementations and trial-and-error iterations.
Some content is authored directly from hands-on experience, while other posts are generated or assisted through my AI-augmented workflow, reflecting how knowledge is captured and refined within my development system.
SDLC & Process
175 Decisions Later: How Architecture Decision Records Compound
Every architectural choice documented, every trade-off explicit. How immutable decision records solve the 'why did we do this?' problem — and why 175 of them make every new choice cheaper.
SDLC & ProcessAI-Augmented SDLC: How We Build Software with Claude
We tried the "paste your problem, get code back" workflow. It worked great — until it didn't. Here's what changed when we gave Claude a structured process to follow instead of a blank page.
SDLC & ProcessWhy We Model Everything Before We Build It
Most teams write code first and document later — if at all. We inverted that completely. Here's what changed when we made the model the specification and the implementation a 100% representation of it.
SDLC & ProcessAI-Augmented Dev
AI-Augmented SDLC: How We Build Software with Claude
We tried the "paste your problem, get code back" workflow. It worked great — until it didn't. Here's what changed when we gave Claude a structured process to follow instead of a blank page.
SDLC & ProcessDesign Patterns in Practice: Beyond the Gang of Four
How we apply classic design patterns in Go and Svelte — Repository, Strategy, Builder, and Domain-Driven Design patterns for real production systems.
Architecture & DesignFrom iOS Lead to Full-Stack: 20+ Years of Platform Evolution
Starting with Pascal and Delphi, through a decade of iOS native, to building full-stack systems with Go, Svelte, and AI agents. How platform evolution shapes engineering perspective.
AI-Augmented DevArchitecture & Design
175 Decisions Later: How Architecture Decision Records Compound
Every architectural choice documented, every trade-off explicit. How immutable decision records solve the 'why did we do this?' problem — and why 175 of them make every new choice cheaper.
SDLC & ProcessWhy We Model Everything Before We Build It
Most teams write code first and document later — if at all. We inverted that completely. Here's what changed when we made the model the specification and the implementation a 100% representation of it.
SDLC & ProcessDesign Patterns in Practice: Beyond the Gang of Four
How we apply classic design patterns in Go and Svelte — Repository, Strategy, Builder, and Domain-Driven Design patterns for real production systems.
Architecture & DesignKnowledge & Documentation
175 Decisions Later: How Architecture Decision Records Compound
Every architectural choice documented, every trade-off explicit. How immutable decision records solve the 'why did we do this?' problem — and why 175 of them make every new choice cheaper.
SDLC & ProcessAI-Augmented SDLC: How We Build Software with Claude
We tried the "paste your problem, get code back" workflow. It worked great — until it didn't. Here's what changed when we gave Claude a structured process to follow instead of a blank page.
SDLC & Process