Fundamental knowledge, advanced
Pat Helland & Tim Berglund · Confluent Streaming Audio, 2021-05-20. Free
Expose ambiguity in the word consistency before it becomes an integration bug.
How to use it
- Focus your reading
- Episode 159: the discussion of convergence, ACID, and partially replicated data.
- Put it to work
- Rewrite “eventually consistent” as an observable promise, plus the business invariant that must still hold.
- Before you start
- Transcript reviewed. Older episode, durable concepts; not a current Kafka configuration guide.
Publisher transcript sections checked; audio not played. Reviewed 2026-10-31
Evaluation & evidence, practitioner
Shreya Shankar with swyx & Alessio Fanelli · Latent Space, 2023-03-29. Free
Connect ML data discipline to current AI application delivery.
How to use it
- Focus your reading
- 05:45 dev/prod gap; 08:40 leakage; 15:03 versioning; 16:30 data validation; 22:50 shadow models.
- Put it to work
- List the data, code, model, and configuration versions needed to reproduce a customer failure.
- Before you start
- 2023 episode: use the operational ideas, not its period-specific tooling predictions.
Publisher transcript sections and timestamps checked; audio not played. Reviewed 2026-10-31
Production engineering, advanced
Ben Lorica & Charity Majors · O’Reilly, 2026-10-15. Free
Design telemetry that can explain an unexpected customer failure.
How to use it
- Focus your reading
- 18:53 agent decisions and operator ownership; 26:00 relationships in business-critical telemetry.
- Put it to work
- Choose trace attributes that connect task, tool action, version, latency, and outcome without recording secrets.
- Before you start
- Publisher notes reviewed, not full audio. Separate useful product traces from indiscriminate log retention.
Publisher notes and timestamps checked; audio not played. Reviewed 2026-10-31
Mindsets & judgment, foundation
Bob McGrew with Y Combinator · Lightcone, 2025-09-08. Free
Hear why the FDE model fits AI products that have no incumbent to copy.
Used in chapter 1: Understand the role
How to use it
- Focus your reading
- How McGrew explains the gap between product capability and customer need, and where pricing and executive involvement come in.
- Put it to work
- Write down which part of your current deployment is product discovery and which part is custom delivery.
- Before you start
- A founder and investor perspective on startups; not a description of any one company’s current FDE program.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31
Mindsets & judgment, foundation
Nabeel S. Qureshi with Lenny Rachitsky · Lenny’s Podcast, 2025-05-11. Free
Get a firsthand picture of FDE life at the company that named the role.
Used in chapter 1: Understand the role
How to use it
- Focus your reading
- Chapters at 19:11 (FDEs at Palantir), 38:02 (life as an FDE), 46:36 (advice on implementing FDEs), and 50:41 (the current state).
- Put it to work
- List the habits Qureshi describes that you could adopt on your next customer engagement.
- Before you start
- One former employee’s account; Palantir’s current program may differ.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31
Adoption & business value, practitioner
Leo Mehr with Basil Chatha · Forward Deployed, 2026-07-10. Free
Learn how an FDE team turns customer workflows into agents and charges for outcomes.
Used in chapter 9: Measure adoption and value
How to use it
- Focus your reading
- The parts on data access, unwritten tribal knowledge, and why the model is usually the easy part.
- Put it to work
- Before your next build, list the data you need, who controls access to it, and how long access will take.
- Before you start
- A company leader describing his own team; business results are not independently verified.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31
Productization & leadership, practitioner
Pablo Palafox · focal podcast, 2025-11-03. Free
See how a startup hires, organizes, and pays FDEs as it grows.
How to use it
- Focus your reading
- The sections on FDEs versus deployment strategists, hiring traits and equity, and FDE pods by vertical.
- Put it to work
- Sketch which of your customer requests would justify a dedicated pod and which should become product.
- Before you start
- A founder describing his own company; compensation figures are his account.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31
Adoption & business value, practitioner
Dave Kellogg & Ray Rike · The Metrics Brothers, 2025-10-16. Free
Understand how finance teams judge FDE work, so you can explain your cost and value.
How to use it
- Focus your reading
- The discussion of whether FDE spend belongs in cost of goods sold or operating expense, and how that changes reported metrics.
- Put it to work
- Estimate the cost of one deployment in your team and say which revenue or retention it supports.
- Before you start
- Two SaaS finance commentators; an outside view, not a practitioner account.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31
Adoption & business value, practitioner
Jay Nathan & Jeff Breunsbach · The Chief Customer Officer Podcast, 2026-08-20. Free
Weigh the case against FDEs before you assume every company needs them.
How to use it
- Focus your reading
- The argument that only very large deals justify dedicated FDEs, and the onboarding-first alternative.
- Put it to work
- For one customer, compare the value of FDE time with building a tool that removes the same work for everyone.
- Before you start
- A customer-success perspective; deliberately skeptical, and not based on a specific FDE program.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31
Mindsets & judgment, foundation
AnswerRocket and StellarIQ panel · AI, Actually, 2026-04-21. Free
Test what the FDE title promises against what the work involves.
How to use it
- Focus your reading
- The debate over “engineer” versus “consultant,” and why business-process knowledge has become valuable.
- Put it to work
- Describe your own role in one sentence without the word engineer, then decide which title fits.
- Before you start
- A services-firm panel with a commercial interest in the topic.
Publisher episode page and chapter notes checked; audio not played. Reviewed 2026-10-31