Forward-Deployed Engineer: What They Do and When to Hire
Key takeaways A forward-deployed engineer (FDE) is an engineer who works directly inside a customer’s environment to solve real production problems, write and deploy code, and rema…
Mactores POV · Written by forward-deployed engineers
Guides, architecture patterns and cost analysis from an agent-native AWS modernization firm — data platforms moved onto S3 and Iceberg, Oracle and SQL Server retired on Aurora, AI agents running against real operations. Every piece comes out of a program that shipped. No vendor framework. No prophecy. No hedging.
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Key takeaways A forward-deployed engineer (FDE) is an engineer who works directly inside a customer’s environment to solve real production problems, write and deploy code, and rema…
Key takeaways Three pillars divide the work by responsibility: the evidence layer (what systems may read), the action layer (what they may change), and the execution layer (what de…
Key takeaways Four model properties set the cost curve: tool-calling reliability, output token verbosity, p95 latency across chained calls, and instruction adherence as the context…
Key takeaways Production is rare, not impossible. 30 percent are exploring agentic options, 38 percent piloting, 14 percent ready to deploy, 11 percent running in production. The b…
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Let's deliver
Reading about it is the cheap part.
Every guide on this page came out of a program that reached production. If one of them describes the problem on your roadmap, the next step is a conversation with the engineers who shipped it — not a discovery deck.
Fixed date. Fixed fee.
Forward-deployed engineers.
Weeks, not quarters.