FDE: An engineer who needs his own agent (Category AI4SDLC)

I saw it. report Vasuman Moza, founder of Varick Agents, with AI Engineer World's Fair Forward Deployed Engineering is usually discussed as a new model of AI implementation. More interesting is what an engineer does with his hands and what tools he needs.

And generally. FDE (forward deployed engineer) In this report, it's an engineer built into the client's team. He turns a blurred business problem into a working system: he interviews process owners and restores the real scheme of work. Who checks the bill with the order, where the exception goes, where days are lost in anticipation and what is not recorded anywhere. Next, the FDE redesigns the process for AI: the agent performs this step himself, here you need a human-in-the-loop, and here the decision is left to the person because of the risk. It then embeds agents on top of NetSuite, Salesforce, Dynamics or SAP without starting a new migration.

The strongest part of the report is the tools Varick for our own FDEs: 🤖 Engagement agent Collects Granola notes, letters, Slack and documents into the process specification; 🤖 Workflow agent Works alongside Claude or Codex and reminds of exceptions, owners and dependencies 🎯 Development The agent will handle small customer requests and update the process.

The basis is a single source of truth: an addiction graph that the team says can be stored even in Postgres. On top you need context search, entity resolution, duplication and loop detection; below is an API or computer use for older systems. Evals, monitoring, rights, auditing and human control are added to the operation.

The guys at Varick first map the work of the unit, and then build an agent layer for reconciliation, routing exceptions and coordination between systems. Their product is not a chat, but a redesigned process.

For me, the main conclusion: FDE is a multi-armed shiva: system analyst, architect, product engineer and consultant in one person responsible for production. Its main tool is not a model, but a managed corporate memory. Without it, even a powerful agent will confidently automate a fictional process.

#AI #AI4SDLC #Engineering #Agents #Architecture #Management