01
Demos are fast. Production is hard.
Real data, permissions, approvals, reliability and compliance can break a promising demo immediately.
OPENFDE / THE OPEN COMMUNITY FOR FORWARD DEPLOYED ENGINEERSLearn FDE.Become an FDE.Enter the real field.
OpenFDE publishes free learning materials and training methods, maintains certification standards for individuals and teams, opens full cases and project collaboration to onboarded members, and connects certified FDEs with real enterprise needs.
Have a real business need? Submit it →
COMMUNITY PATH
01
Open learning
Handbook, field guide and tool map
02
Apply
Share your experience, work and real cases
03
Train & certify
Prove capability through work and contribution
04
Enter the field
Open full cases and collaborate on projects
1251+
Traceable references
FREE
Open learning & training
FELLOWS
Selective field program
11
City community nodes
§01Real cases
See the field before learning the role.
Real clients, real problems, real work and verifiable outcomes. The community publishes case overviews, while full context, deliverables, acceptance criteria and retrospectives open to qualified members.
Anonymized client caseRetail & E-commerce
A global sportswear brand
E-commerce detail pages hand-templated — fast-paced, high-volume, judgment hard to teach.
Representative result
≥90%
AI templating accuracy
Anonymized client caseMaternal & Infant
A leading infant-formula brand
5000+ KOS accounts, one voice required — without sounding identical.
Representative result
5000+
KOS accounts run as one
Anonymized client caseFinance & Payments
A global payments network × bank credit card
Cardholders, merchants and partners need continuous engagement beyond human capacity.
Representative result
7×24
WeCom community online
Anonymized client caseWholesale & B2B Trade
A top diamond wholesale group
High-ticket lab-grown diamonds, non-standard SKUs, deals hinge on senior sales judgment.
Representative result
1 thread
Chat to a closed deal
Full records identify the working relationship, disclosure level and evidence basis.
Apply for full retrospectives→FIELD MAP
Where does FDE work happen?
Enter through an industry problem, then deliver inside judgment-dense workflows. These are the areas already covered by the community's cases and methods.
Industry fields
Retail & E-commerceMaternal & InfantFinance & PaymentsWholesale & B2B TradeEducation & TrainingHealthcareKnowledge & Creator IPTravel & Live EventsLocal Services
Common scenarios
Sales & SupportContent & AcquisitionDesign ProductionRecruiting Pipeline
§02The real field / Why FDE
Why do real projects need FDEs?
FDE value lives between the demo and production. When model capability meets real data, systems, permissions, workflows and organizations, someone has to enter the field and finish the last mile.
02
The model answers, but the workflow stays disconnected.
Enterprise value lives across CRM, ERP, tickets, knowledge bases and human collaboration — not an isolated chat window.
03
Business judgment does not fit a requirements doc.
Critical rules often live in frontline experience and must be observed, elicited, tested and iterated in the field.
04
Launch is not the finish line. Adoption is.
Trials, evals, feedback and workflow change are what turn a working system into sustained impact.
§03The field / What FDEs do
Not just a demo — a system that reaches production.
FDEs enter real operating environments and own the path from problem discovery and engineering to production adoption.
01
Enter the field
Understand the real business, workflow, data, permissions and organizational constraints — not just a requirements document.
02
Deliver
Write production code, connect existing systems and build evals so AI becomes part of the operating workflow.
03
Compound capability
Turn field judgment, tools and methods into cases, templates and reusable components for the next delivery.
The community makes that capability learnable, provable and reusable.
OpenFDE does not need to be the center of the story. It publishes methods, sets standards, maintains trust and connects the right people with the right problems.
01
Free learning & training
Open methods, competency models, learning paths, tools and cohorts.
02
Certification & trust
Assess people and teams through evidence, cases, contribution and collaboration.
03
Cases & project connection
Open full cases and project cards to qualified members and connect real needs.
§04OpenFDE Fellows Program
The OpenFDE field talent program
Selected members are known as OpenFDE Fellows.
Forward deployed engineers selected by OpenFDE, trained through real project practice and welcomed into a long-term talent network.
Fellow is not a course-attendance label, paid membership or academic position. It is earned through selection, training, certification, practice and continued contribution.
SelectiveFree trainingReal projectsLong-term network
From learner to Fellow
01
Learn
Follow the open path and understand the FDE role and method.
02
Apply
Submit your background, work and evidence from real cases.
03
Train
Complete exercises, retrospectives and collaboration in a cohort.
04
Certify
Pass capability, case and community-trust review.
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Practice
Enter the case library, open projects and long-term network.
§05Open learning
From the first handbook to the real field.
OpenFDE provides learning materials, training and foundational certification without selling courses. The community keeps the corpus current together.
01
FDE Handbook
START HERE
Role, competency model, workflow and a 90-day learning path.
→02FDE Field Guide
FIELD GUIDE
Industry contexts, operating methods, boundaries and practice frameworks.
→03FDE Tool Map
TOOL MAP
The practical stack from discovery and building to evals and launch.
→04FDE Signal Library
RESEARCH
Searchable primary sources and field notes with traceable provenance.
→§06Case & project access
Make reality public. Protect the full field.
Public overviews establish authenticity. The closer content gets to live delivery, the more it requires membership, certification and explicit authorization. This is stewardship, not a paywall.
PUBLIC01
Everyone
Case title, industry, business problem, representative result and disclosure note.
MEMBER02
Onboarded Fellows
Full context, deliverables, acceptance criteria, timeline and retrospective.
PROJECT03
Authorized certified members
Project context, collaboration material, application path and status.
§07Community field notes
Meet offline. Make real delivery legible.
Community events center on learning, case retrospectives, project collaboration and city nodes. Every gathering should leave knowledge others can reuse.
Past eventOpenFDE Meetup · Shanghai / Session 03
OpenFDE Shanghai Meetup
FDEs, engineers and industry practitioners met to exchange real cases and delivery methods.
SAT · AUG 29, 2026 · 14:00–18:00
Shanghai · Caohejing Offline Services Park, Building A6
Past eventOpenFDE Meetup · Beijing / Session 01
OpenFDE Beijing Meetup
Beijing FDEs, engineers and industry practitioners met to exchange real cases and delivery methods.
THU · AUG 27, 2026 · 14:00–18:00
Beijing · China Technology Exchange Building
NEXT
From open learning to real projects, enter the field and finish the last mile.
Learn the open method, build evidence through work and cases, then apply to the OpenFDE Fellows Program and prove your capability in real projects.
Apply to OpenFDEENTERPRISE
Have a real business need?
If a demo cannot reach production, systems will not connect or outcomes are hard to evaluate, share the context. The community will identify relevant certified FDEs or teams by industry, scenario and stage.
Submit a collaboration need