Forward Deployed Engineering.
I embed with your team and ship the feature myself, so your engineers don't have to.
Forward deployed engineering means I work inside your existing product, not next to it. I build the RAG pipeline, the agent workflow, or the LLM feature directly into your stack, alongside your team, until it ships. No handoff to your engineers to finish, no advisory report you have to translate into code yourself.
What you get
I work inside your codebase and your stack, not a separate sandbox. Whatever you use today is what I build on.
Retrieval pipelines, LangChain or LangGraph agents, tool-calling workflows, built into your product, not a demo repo.
I work alongside your engineers day to day. Code review, pairing, whatever gets the feature shipped faster.
Tested, documented, and merged. Not a prototype your team has to rebuild before it ships.
Daily or near-daily check-ins. Priorities shift fast in this work, so the plan does too.
Your team can maintain and extend what I build after I'm gone. No black box.
How it works
Scoping Call
I learn your product, your stack, and the specific feature or integration you need built.
Embedded Sprint
I work inside your repo and your team's workflow, shipping the feature in focused sprints, not a single big drop.
Review & Iterate
Regular check-ins so priorities and scope stay aligned as we go, not just at the end.
Handoff
Documentation and a walkthrough so your team can maintain and extend it without me.
Good fit if...
Deliverables
- Shipped featureMerged into your codebase, not sitting in a separate branch
- TestsCovering the integration, not just a manual demo
- DocumentationHow it works and how to extend it
- Handoff callWalkthrough for your team before I'm off the project
Next step