> PYTHONPATH=src python -m mklang.cli console --provider deepseek --workspace /tmp/mklang-agent-machines
 ⭘                                               mklang console
  ● READY  ·  deepseek  ·  tokens 0+0  ·  session 20260804-124136-08f1
│  Ready. Ask the agent what should happen, or type /help.                                                     │
║ Ask the agent or type / for commands                                                                         ║
 f2 Inspector  ^t Activity  ^g Stop  ^l Clear                                                         ▏^p palette
║ /budget 100000                                                                                               ║
│  default cost budget → 100000 tokens                                                                         │
║ RUN news_search now. Topic: this week's open-source AI models. Short brief with links.                       ║
  ⏸ WAITING  do_run  ·  deepseek  ·  tokens 2970+593  ·  session 20260804-124136-08f1
│  default cost budget → 100000 tokens                                                                     ▂▂  │
│  you: RUN news_search now. Topic: this week's open-source AI models. Short brief with links.                 │
│  ⏸ Consent: machine 'news_search' will call host tool(s) [search]. Allow these scoped capabilities once      │
│  for the session?  → type y / yes / sì / always yes  (Enter = no)                                            │
│ ▼ RUN news_search now. Topic: this week's open-source AI model                                               │
│ └── ▼ console_agent                                                                                          │
│     ├── ● decide ok → prepare_run                                                                            │
│     ├── ● prepare_run ok → do_run                                                                            │
│     └── ◐ do_run  tool·balanced                                                                              │
║ answer here, then Enter…                                                                                     ║
║ always yes                                                                                                   ║
│  default cost budget → 100000 tokens                                                                     ▃▃  │
│  for the session?  → type y / yes / sì / always yes  (Enter = no)                                        ▅▅  │
│ Ask the agent or type / for commands                                                                         │
  ● READY  ·  deepseek  ·  tokens 17174+6581  ·  session 20260804-124136-08f1
│  you: RUN news_search now. Topic: this week's open-source AI models. Short brief with links.             ▇▇  │
│  ⏸ Consent: machine 'news_search' will call host tool(s) [search]. Allow these scoped capabilities once  ▇▇  │
│  you: always yes                                                                                             │
│ └── ▼ ✓ console_agent  done                                                                                  │
│     ├── ▶ ● do_run ok → decide                                                                               │
│     ├── ● decide ok → reply                                                                                  │
│     └── ● reply ok → END                                                                                     │
│  Honesty note: the machine's output was itself truncated (result_truncated: true; cutoff at 2,167            │
│  characters, right after "…the snippet refer…"). The missing tail was the start of an uncertainty flag       │
│  about the Microsoft item's date (Jul 28 in the notes vs the snippet). I have not invented that omitted      │
│  text. If you want the full untruncated tail, I can re-run news_search with a tighter output budget.         │
║ Now boil that down to a single headline takeaway.                                                            ║
  ● READY  ·  deepseek  ·  tokens 21506+7279  ·  session 20260804-124136-08f1
│  text. If you want the full untruncated tail, I can re-run news_search with a tighter output budget.     ▄▄  │
│  you: Now boil that down to a single headline takeaway.                                                  ▄▄  │
│ ▼ Now boil that down to a single headline takeaway.                                                          │
│  This week's takeaway: open-source AI is a two-front story — China's open-weight models (GLM-5.2, Kimi       │
│  K2.6) are now rivaling closed U.S. frontier systems on capability and price, while U.S. institutions        │
│  (Stanford, Microsoft) are pushing back with calls for genuinely open source standards rather than just      │
│  open weights. (Based on news_search's truncated notes; the cut-off tail was not verified.)                  │
║ /quit                                                                                                        ║