Blog
Updates, tutorials, and insights about AI-assisted engineering.
Your knowledge base remembers what changed, not why
How to engraph a folder of markdown and assets so a growing wiki doesn't drift into slop - and how to work in it without ever touching git.
May 28, 2026· Stoyan Stoyanov
contextai-engineeringproductivityknowledge-bases
Working With Agents in Real Codebases
Why agents still fail on the work that matters, and what changes when a codebase remembers
April 24, 2026· Veselin Dimitrov
context-engineeringagentic-codingai-engineeringproductivity
Why Context Engineering Matters More Than Model Capability
The six pillars of development context that determine AI coding agent effectiveness - and why better models amplify good context rather than replace it.
April 7, 2026· Veselin Dimitrov
contextai-engineeringproductivity
Version-Controlled Context: The Missing Layer in AI-Assisted Development
Comparing approaches to context persistence for AI coding agents - from stateless rediscovery to vector databases to what comes next.
April 1, 2026· Veselin Dimitrov
contextarchitectureai-engineering