FDE（前線部署工程師）大部分公司都用錯了

• URL: https://www.threads.com/@oneday0013/post/DdSsewfijMA
• Date Saved: 2026-09-15
• Source: Threads (@oneday0013)
• Tags: management, ai-engineering

Summary

Summarizing Vinoo Ganesh (ex-Palantir Spark lead, now Kepler CEO) on why most companies misuse FDEs (Forward Deployed Engineers):

• FDE should be an extension of the product team, not rebranded sales/consultants
• Low-hanging fruit is gone — customers now need help with undocumented, messy internal processes that can’t be discovered in requirement meetings alone
• Classic example: a CSV→Parquet migration blocked for a year by one person who visually inspected CSV files daily on her laptop. FDE went on-site, discovered the real blocker, built a Parquet viewer for her — pipeline went from 17 hours to 2 hours
• Anti-pattern: author’s own temp script “vinoo.groovy” never got productized, ended up running for 100K users with permanent maintenance burden
• Core thesis: hiring FDEs only buys one thing — knowing which problems are worth solving. If learnings aren’t fed back into product, FDE is just an expensive consultant