Blog
Updates, tutorials, and insights about AI-assisted engineering.
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· Buildforce Team
context-engineeringagentic-codingai-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.
January 24, 2025· Buildforce Team
contextarchitectureai-engineering
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.
January 23, 2025· Buildforce Team
contextai-engineeringproductivity