🚀 The definitive roadmap to becoming a Forward Deployment Engineer (FDE). Master AI Agents, Enterprise Data Architecture, and Strategic Consulting. Bridging the gap between HQ and the field. Inspired by the "Delta" role at Palantir, OpenAI, and Scale AI.
AI-driven R&D workflow framework: 8-step SDLC, hard gates, @rules traceability chain. Bilingual (EN/ZH).
AI-assisted local-first reference prototypes for governed AI application controls, using fictional data and explicit evidence boundaries.
opinionated tools for shipping AI into real-world domains
Agent-native, open-source deployment tooling for those who want to deploy better
Claude Code skill pack for forward-deployed engineers — customer context, discovery, scope, value framing, POC, integration. Git-backed, no service deps.
ArcKit Forward Deploy Engineering (FDE): embedded architecture engineering for UK public sector programmes. £25K/week first sprint with Green Book, Orange Book, GDS and TCoP evidence alignment.
This is a memo about AI FDEs based on my observations and experiences written with agentic AI support.
LLM agent observability framework trace every step, eval every output with LLM-as-judge, alert on quality drift. Built for forward deployed engineers.
how AI-native companies can build composable per-customer software
Privacy-safe forward-deployed engineering skills for Claude Code, Codex, and AGENTS.md-compatible agents
Fieldwork by Ryan Baumann: developer tools, Field Notes, working Labs, and agent evals.
Employer-facing portfolio for AI implementation: discovery, architecture, evals, auditability, rollout, and customer handoff.
A tool for auditing MS365 tenants, tracking progress, and guiding best practices. No database, no fancy agent logic. A simple tool for gaining observation and steps for remediation with simplicity for big decisions and measuring effectiveness. #logs #logs #logs #logs
AI deployment readiness toolkit: local 70-point CLI, veto gates, governance artifacts, and fictional cases.
AI deployment and governance portfolio: working methods, local tools, and human decision boundaries.
Hands-on forward-deployed engineering curriculum, capstone, incident plugin, and interview plan
FDE Reality Check: detect AI deployment pseudo-closure before demos fail in real operations.
Organization profile README and shared community health files for INNOVATION SYNERGY AI.
Customer evidence packet builder that turns messy discovery notes, objections, facts, and sources into concise decision packets.
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