Ai
207 posts filed under Ai.
36% Learn AI Via Tools
Your engineers are already learning AI at work. The only question is whether it's sanctioned.
Read →Observability Blast Radius
A failure that cost one dashboard last year now takes out 40 downstream jobs. The platform grew. The alerts didn't.
Read →Series B Hiring Role Matrix
Half the "Head of Data" searches I see are two different jobs wearing one title.
Read →AI Data Foundation Check
Every AI roadmap I review gets the same first check: whether the data could go in a board deck unchecked.
Read →Pipeline Full-Time Owner Trap (Year 2 Update)
One pipeline quietly consumed a full data engineer. On a team of 5, that's 20% of capacity feeding one job.
Read →Data Mesh Readiness For 50+
A 60-person scaleup asked me to design their data mesh. After the readiness check, we kept the central team.
Read →ETL Cost Benchmarks SME
An ETL cost audit cut a small team's bill by roughly a third. Same 4 patterns I always find.
Read →Leadership Debt Compounds
Tech debt gets a backlog and a budget. Leadership debt gets a shrug, and it compounds faster.
Read →FinTech DORA Data Prep
DORA has applied since January 2025. The data plumbing behind its incident reports is missing at most FinTechs I see.
Read →Risk Sharing In Data Failures
On one team, engineers reported their own near-misses weekly. Incidents dropped within a quarter.
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