How I Think About Technical Debt
Moving beyond a list of disliked code toward a conversation about cost and timing.
Thoughts on Modern Software Development
The tools change quickly. The habits that help teams think clearly and ship deliberately change much more slowly.
Using Local Models for Everyday Work
Finding repeatable tasks that fit the limits of a laptop and a human review step.
Testing Retrieval Before Tuning Prompts
A support notebook returned convincing answers from outdated installation notes. Version labels and a small relevance review made the results easier to trust.
Understanding Application Modernization
Modernization is a product decision as much as it is a technical one. Here is how I frame the first conversation.
What Makes a Good Modernization Plan
A practical plan connects technical milestones to evidence that the business can use.
My Journey With Local AI Models
From curiosity to a small daily toolkit: what running models locally has taught me about useful constraints.
What AI Changes for Business Analysts
Faster drafts make context, evidence, and careful questions more valuable.
Building Internal Tools People Keep Using
Why small workflow details matter as much as the feature that motivated the project.