Hands-on build guides with free AI tools, the latest in AI, and Forward Deployed Engineer playbooks — written for engineers who ship.
A concrete playbook for Forward Deployed Engineers to build trust with non-technical stakeholders during high-stakes deployments. Learn to translate latency into revenue risk, structure readouts that prevent churn, and turn technical crises into relationship capital.
Prompting is table stakes. Learn the 5 highest-leverage skills for Forward Deployed Engineers in the AI era: system decomposition, evaluation-driven engineering, black-box debugging, stakeholder translation, and pipeline design. Real workflows, comp context, and no hype.
A concrete, hour-by-hour walkthrough of an FDE's week: from diagnosing a black-box customer outage on Monday to shipping a code fix on Friday. Includes real scenarios, tools, compensation data, and tactical patterns for the role.
A concrete engineer-to-engineer guide to the Forward Deployed Engineer interview loop. Covers deployment scenarios, debugging under pressure, demo delivery, and comp context—no hype.
Build a Forward Deployed Engineer portfolio that proves deployment velocity, not just coding ability. Concrete project blueprints, technical decision frameworks, and the career context that turns interviews into offers.
A field manual for the Palantir FDE interview loop. Break down the deployment scenario, debugging drill, and demo with real tactics, tools, and what interviewers actually measure.
Forward Deployed Engineer open roles demand a portfolio that proves you can ship in the customer's messy reality, not just a clean sandbox. Learn what to build, how to structure it, and how to demonstrate the speed that top firms pay $200K–$500K+ for.
Stop studying LeetCode. The FDE interview tests deployment velocity, debugging customer data, and live demos. Here's the exact loop breakdown and how to prepare for each stage.
A real case study deploying an LLM feature inside a regulated bank in 4 weeks. Covers architecture, RBAC, PII redaction, and the concrete differences between an AI Engineer and a Forward Deployed Engineer in high-stakes environments.
Confused about FDE vs Solutions Engineer vs Sales Engineer? We break down the real day-to-day, compensation bands, technical depth, and career trajectories of each role so you can choose the right path.
AI-native startups close early enterprise deals by embedding Forward Deployed Engineers on-site to unblock POCs, ship custom integrations, and turn technical chaos into revenue. Here's the playbook.
A concrete breakdown of FDE travel: weekly rhythms, client expectations, compensation differences, and how to design a sustainable lifestyle whether you're on-site 4 days a week or fully remote.
A concrete case study showing how a forward deployed engineer scopes, builds, and ships a working prototype for a messy enterprise data problem in one week—with comp context and a real decision log.
Forward Deployed Engineering sits at the intersection of code and customer. Here's the real trade-off between on-site trust-building and remote execution, including travel schedules, comp, and burnout risks.
The sale is just the start. Learn how Forward Deployed Engineers build high-velocity feedback loops between customers, product, and engineering to turn field insights into shipped code.
A tactical playbook for Forward Deployed Engineers on handing off prototypes to core engineering without losing speed, trust, or your sanity. Covers the artifact gap, the 72-hour handoff sprint, and why your code is a liability.
Inside the Palantir forward deployed engineer playbook: the daily standups, decision logs, and trust-building rituals that turn embedded FDEs from vendors into mission partners.
A concrete walkthrough of shipping an LLM feature on-prem for a risk-averse bank. Covers the Palantir FDE playbook, tactical escalation paths, comp context, and the Rule of 40.
A week in the life of a Forward Deployed Engineer (FDE) isn't sprint tickets and standups. It's a mix of on-site debugging, rapid prototyping, and translating customer chaos into shipped product. Here's the real workflow, comp, and career context.
A real-world walkthrough of shipping an LLM-powered document extraction feature inside a Fortune 500 customer's VPC. Covers discovery, architecture, security, and the messy reality of enterprise AI deployment.
A concrete walkthrough of a Forward Deployed Engineer turning a chaotic logistics bottleneck into a working prototype in 5 days. Real code, real stakeholder wrangling, and the exact decision-making framework used to ship under pressure.
Learn to debug production systems when the customer won't grant access. A concrete FDE playbook covering proxy replays, telemetry triangulation, and the art of the surgical reproduction script.
Stop chasing every new model release. Master the three highest-leverage skills for Forward Deployed Engineers in 2025: LLM reasoning, RAG architectures, and agentic loops. Concrete workflows, comp implications, and where the real $300K+ AI engineer jobs are.
A concrete playbook of the tools a Forward Deployed Engineer uses to ship data pipelines, customer integrations, live demos, and scaffolding—from Python and React to DuckDB and Terraform.
328 articles and counting