--- schema: 1 type: video title: How Forward Deployed Engineering is done at Kepler — Vinoo Ganesh description: >- A shipping and dispatch customer wanted alerts, a massive BI tool, and a dev environment. What they actually needed Monday morning was one Slack message, so that is what got shipped first, and the real thing followed. Vinoo Ganesh spent seven years doing this at Palantir, where he later ran the rotation program that turned software engineers into forward deployed engineers, and his throughline is that the work was never a sales motion, it was product strategy in disguise. The engineer sits in the customer's environment, solves the concrete problem in under a day, and then generalizes it into something the whole product can use. The compounding lessons are less obvious. Watch what people actually do: any task a user repeats is a hint at a missing feature, and someone pulling out their phone in the middle of a workflow is a bug report you will never find in documentation. The deepest one is language. When a customer says clients, finance says billing, and support says accounts, the ambiguity costs real money, so the forward deployed engineer defines the terms, the ontology, and becomes the linguistic layer the rest of the system is built on. A throwaway Groovy script that quietly became a product a year later is the whole pattern: forward deployed engineers drive product strategy without anyone calling it that. Speaker info: - https://x.com/vinooganesh - https://www.linkedin.com/in/vinoo-ganesh/ - https://vinoo.io Timestamps: 0:00 - Introduction: FDE's origins at Palantir 2:05 - Not a role, a product strategy 4:51 - Real stories: scoping down to a Slack alert 7:11 - Solve in a day, then ship the real thing 8:33 - The data quality engineer story 10:03 - Watch what users actually do 12:33 - Own the language: clients vs billing 14:54 - The ontology and the linguistic layer 16:51 - The Groovy script that became a product 18:09 - The most important skill: what to discard 19:38 - Ship everything like it runs forever 21:11 - FDE as an extension of product --- Watch along with the corrected transcript, summary, timestamps and resources on this talk's official AIE page: https://ai.engineer/talks/1OMHGsUZiqA-how-forward-deployed-engineering-is-done-redacted-username-kepler Join our upcoming AI Engineer conferences (see https://ai.engineer landing page): - AIEi Shanghai, November 5–6 — the first for meeting top Chinese labs and engineers - AIE CODE in SF, November 10–12 — the top AI Coding conference returns - AIEi Sydney, December 7–8 — the first AIEi run alongside NeurIPS 2026 in Sydney --- canonical: 'https://liquidgold.cc/watch/1OMHGsUZiqA' markdown: 'https://liquidgold.cc/watch/1OMHGsUZiqA.md' llms: 'https://liquidgold.cc/watch/1OMHGsUZiqA/llms.txt' parent: 'https://liquidgold.cc/channel/aidotengineer.md' channel: aidotengineer updated: '2026-10-24T06:30:04.197Z' language: null children: [] videoId: 1OMHGsUZiqA durationSeconds: 1340 publishedAt: '2026-07-28T16:00:00.000Z' searchChunks: - ordinal: 0 text: null startSeconds: 23 endSeconds: 132 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=23' heldReason: rights - ordinal: 1 text: null startSeconds: 132 endSeconds: 143 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=132' heldReason: rights - ordinal: 2 text: null startSeconds: 143 endSeconds: 292 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=143' heldReason: rights - ordinal: 3 text: null startSeconds: 143 endSeconds: 292 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=143' heldReason: rights - ordinal: 4 text: null startSeconds: 305 endSeconds: 431 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=305' heldReason: rights - ordinal: 5 text: null startSeconds: 305 endSeconds: 431 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=305' heldReason: rights - ordinal: 6 text: null startSeconds: 431 endSeconds: 442 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=431' heldReason: rights - ordinal: 7 text: null startSeconds: 442 endSeconds: 519 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=442' heldReason: rights - ordinal: 8 text: null startSeconds: 530 endSeconds: 606 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=530' heldReason: rights - ordinal: 9 text: null startSeconds: 618 endSeconds: 761 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=618' heldReason: rights - ordinal: 10 text: null startSeconds: 618 endSeconds: 761 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=618' heldReason: rights - ordinal: 11 text: null startSeconds: 773 endSeconds: 894 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=773' heldReason: rights - ordinal: 12 text: null startSeconds: 894 endSeconds: 906 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=894' heldReason: rights - ordinal: 13 text: null startSeconds: 906 endSeconds: 1017 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=906' heldReason: rights - ordinal: 14 text: null startSeconds: 1017 endSeconds: 1027 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=1017' heldReason: rights - ordinal: 15 text: null startSeconds: 1094 endSeconds: 1106 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=1094' heldReason: rights - ordinal: 16 text: null startSeconds: 1106 endSeconds: 1183 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=1106' heldReason: rights - ordinal: 17 text: null startSeconds: 1183 endSeconds: 1195 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=1183' heldReason: rights - ordinal: 18 text: null startSeconds: 1195 endSeconds: 1273 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=1195' heldReason: rights - ordinal: 19 text: null startSeconds: 1273 endSeconds: 1283 watch: 'https://liquidgold.cc/watch/1OMHGsUZiqA?t=1273' heldReason: rights --- # How Forward Deployed Engineering is done at Kepler — Vinoo Ganesh A shipping and dispatch customer wanted alerts, a massive BI tool, and a dev environment. What they actually needed Monday morning was one Slack message, so that is what got shipped first, and the real thing followed. Vinoo Ganesh spent seven years doing this at Palantir, where he later ran the rotation program that turned software engineers into forward deployed engineers, and his throughline is that the work was never a sales motion, it was product strategy in disguise. The engineer sits in the customer's environment, solves the concrete problem in under a day, and then generalizes it into something the whole product can use. The compounding lessons are less obvious. Watch what people actually do: any task a user repeats is a hint at a missing feature, and someone pulling out their phone in the middle of a workflow is a bug report you will never find in documentation. The deepest one is language. When a customer says clients, finance says billing, and support says accounts, the ambiguity costs real money, so the forward deployed engineer defines the terms, the ontology, and becomes the linguistic layer the rest of the system is built on. A throwaway Groovy script that quietly became a product a year later is the whole pattern: forward deployed engineers drive product strategy without anyone calling it that. Speaker info: - https://x.com/vinooganesh - https://www.linkedin.com/in/vinoo-ganesh/ - https://vinoo.io Timestamps: 0:00 - Introduction: FDE's origins at Palantir 2:05 - Not a role, a product strategy 4:51 - Real stories: scoping down to a Slack alert 7:11 - Solve in a day, then ship the real thing 8:33 - The data quality engineer story 10:03 - Watch what users actually do 12:33 - Own the language: clients vs billing 14:54 - The ontology and the linguistic layer 16:51 - The Groovy script that became a product 18:09 - The most important skill: what to discard 19:38 - Ship everything like it runs forever 21:11 - FDE as an extension of product --- Watch along with the corrected transcript, summary, timestamps and resources on this talk's official AIE page: https://ai.engineer/talks/1OMHGsUZiqA-how-forward-deployed-engineering-is-done-redacted-username-kepler Join our upcoming AI Engineer conferences (see https://ai.engineer landing page): - AIEi Shanghai, November 5–6 — the first for meeting top Chinese labs and engineers - AIE CODE in SF, November 10–12 — the top AI Coding conference returns - AIEi Sydney, December 7–8 — the first AIEi run alongside NeurIPS 2026 in Sydney --- Canonical: https://liquidgold.cc/watch/1OMHGsUZiqA · Channel: [AI Engineer](https://liquidgold.cc/channel/aidotengineer.md) > Search chunk text is held until public-source provenance is verified. ## Document chunks > Missing: no stored document chunks are available.