FDEForward Deployed Engineering
Forward Deployed Engineering / Community

FDE WeChat Community

Meet practitioners working on real enterprise AI delivery, field problems, tools, methods, and career opportunities.

WeChat / Real field problems / Peer connection

Scan to join the FDE WeChat group

The group focuses on Forward Deployed Engineering and the work required to move AI from demos into real workflows and production systems. FDEs, AI engineers, product leaders, delivery teams, founders, and internal enterprise builders are welcome.

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What the group is for

We do not fabricate activity metrics. The goal is to exchange real experience, real questions, and real lessons from delivery.

01

How FDE work actually operates

Role boundaries, field collaboration, accountability, and daily practice.

02

Moving AI from demo to production

Use-case selection, data permissions, integration, evals, launch, and adoption.

03

Agents, RAG, and evals

Tool use, retrieval, workflows, quality gates, and failure recovery.

04

Enterprise constraints and lessons

Procurement, governance, legacy systems, ownership, and operations.

05

Transitions, hiring, and projects

Capability evidence, role assessment, team needs, and collaboration leads.

06

Resources, tools, and templates

The whitepaper, evidence card, delivery canvas, and reusable practices.

High signal comes from explicit rules.

Ask with concrete context
Respect confidentiality boundaries
Share process and evidence first
No irrelevant promotion or spam

Include these details when asking a question

Real contextShare the industry, use case, your role, and the target user.
What you triedExplain the current approach, results, and concrete blocker.
Key constraintsAdd data, permission, system, compliance, time, or budget limits.