Agentic Engineering

Agentic Engineering

The discipline of shipping production software with coding agents. The agent loop, delegation, spec-driven development, agent-assisted testing, review and plan patterns, context engineering, tool servers, legacy code, debugging, and fleet governance.

FundamentalsTopics 1–10
  • ·From vibe coding to agentic engineering
  • ·Where speed without control breaks
  • ·Author to conductor
  • ·The agent loop
  • ·Tools are messages, not hooks
  • ·Tool output shape
  • ·Build the loop yourself
  • ·When the first agent misbehaves
  • ·The delegation framework
  • ·Mapping delegation to your team
Start Fundamentals
IntermediateTopics 11–20
  • ·Specs with teeth
  • ·The five phases
  • ·The constitution
  • ·Specify, and its exit test
  • ·Clarify, the cheap phase
  • ·Incremental or batch
  • ·Acceptance criteria as tests
  • ·Negative paths first
  • ·Vacuous tests and the review checklist
  • ·The mutation check and the CI gate
Start Intermediate
AdvancedTopics 21–30
  • ·Two axes, one harness
  • ·Plan mode as an approval gate
  • ·Where the split helps and hurts
  • ·Fresh-context review
  • ·Reviewer prompts and triage
  • ·Skills and slash commands
  • ·Sub-agents and least privilege
  • ·Parallel sessions and model tiers
  • ·Context engineering
  • ·Taking control of your MCP surface
Start Advanced
ProductionTooling & Governance — Topics 31–42
  • ·No fear and no memory
  • ·Characterisation tests
  • ·The safe refactoring loop
  • ·The cost of shape
  • ·Promote, discourage, forbid
  • ·The deliberate-violation test
  • ·Microtooling
  • ·The alert-to-fix pipeline
  • ·Hypothesis fan-out, red first
  • ·Governing the fleet
  • ·The leadership conversation
  • ·Running models locally
Start Production