Engineering essays from the Mavka team.
A plain-English AI readiness guide for business owners who want faster delivery without turning AI adoption into more bugs and rework.
· 10 min read · ai-readiness, business-owners, engineering-leadership
A Mavka case study on helping GolfNext move from Claude Code workshops to agent-ready engineering, release intelligence, and support automation.
· 13 min read · ai-agents, case-study, engineering-leadership, support-automation
The four engineering basics that decide whether AI helps your team ship faster or just breaks things faster.
· 12 min read · ai-readiness, engineering-leadership, devops
The day-by-day Week One playbook Mavka uses to join a codebase, find what's blocking shipping, and open a real PR by Friday.
· 7 min read · drop-in, engineering-leadership, onboarding
Three interview questions Mavka uses to find senior engineers who deliver under pressure — and the Mom Test mechanic that makes them work.
· 7 min read · hiring, engineering-management