# =============================================================================
# COMPETENCY RECORD - Cedric Ancellin's demonstrated engineering skills and
# experience. Third-party technologies and vendors are named as the concrete
# skill surface. Professional background / track record.
# =============================================================================

# ============================================================
# AI & KNOWLEDGE ENGINEERING - COMPETENCY RECORD
# ============================================================
# Core Purpose:
#   Demonstrated experience treating knowledge as infrastructure:
#   a machine-readable, source-anchored documentation-as-code
#   knowledge base, an MCP server exposing it to AI assistants,
#   and a governed AI-assisted development workflow.
# ============================================================

summary: >
  Built a machine-readable knowledge base for an entire platform,
  thousands of structured, cross-referenced, source-anchored YAML
  documents, and exposed it to AI coding assistants through a
  from-scratch Model Context Protocol (MCP) server that also serves
  read-only source and read-only diagnostic-database access,
  establishing a governed AI-assisted development workflow with
  explicit guardrails. This competency record is itself authored
  in that same discipline.

detail: >
  The detailed record behind this competency is available to prospective
  clients on request, under NDA. It is not published here.