DGS vs LLMs
How to evaluate LLM workflows vs DGS.
Focus on artifacts, reviewability, and governance — not vibes.
Does it produce an artifact?
Measure whether the system outputs a structured spec/plan/checklist your team can store and reuse.
Can a reviewer approve it?
If review is subjective or ambiguous, adoption won’t scale.
What fails and how?
Track failure modes: scope drift, hidden assumptions, missing constraints, and untestable claims.
Can you govern it?
Look for explicit gates: acceptance criteria, sign-off, and versioning for outputs.
Recommendation
Evaluate with real artifacts
Run a small workflow: request a spec, a plan, and acceptance criteria. Then time how long it takes a human to review and approve.