> uv run mklang run examples/expense_approval.mk --provider deepseek --hitl --checkpoi
nt /tmp/mklang-demo-ck.json --set report.text="Team dinner with a client, 240 EUR, ite
mized receipt attached"
# expense_approval · provider=deepseek · tiers={'fast': 'deepseek-chat', 'balanced': '
deepseek-chat', 'reasoning': 'deepseek-reasoner'}
# suspended (escalated) — checkpoint written to /tmp/mklang-demo-ck.json
SUSPENDED expense_approval · provider deepseek
tokens 314+319 · steps 2
Error: escalated
Checkpoint: /tmp/mklang-demo-ck.json
> uv run mklang resume /tmp/mklang-demo-ck.json --provider deepseek --set manager_note
="Approved: client dinner, within policy"
# expense_approval · resume · provider=deepseek · tiers={'fast': 'deepseek-chat', 'bal
anced': 'deepseek-chat', 'reasoning': 'deepseek-reasoner'}
DONE expense_approval · provider deepseek
╭────────────────────────────────────── Result ──────────────────────────────────────╮
│ Expense: 240 EUR, Meals. Policy verdict: Compliant, manager approval required.     │
╰────────────────────────────────────────────────────────────────────────────────────╯
tokens 455+339 · steps 3