Start with what you have.
Ducoro brings your Bots together in one place. To start with your first Bot, choose a model route below.
Bring your subscription.
If you already use Claude Code or Codex with a supported subscription, start there. The tool owns its sign-in and provider access.
- Install your chosen tool and sign in.
Follow the provider’s setup instructions and confirm you can send a message from that tool.
- Open Ducoro and bring in your Bot.
Choose the tool you signed in to. Ask Ducoro to verify that it is ready before handing over work.
- Use the model and limits of your plan.
The model choices and usage available to that Bot come from the tool and your provider’s subscription.
Help me bring in my Bot using the model subscription I already use. Check which tools are ready on this computer, tell me which account will be used, and ask before changing any existing Bot.
Connect your model server.
Your Bots can use a model hosted on a GPU server you control. Ducoro connects over your network; model inference runs on that server. Choose hardware, memory, and quantization for the model you plan to run.
- API format
- OpenAI-compatible
- Model
- DeepSeek V4.1 Flash (1017)
- Compute
- A GPU server or cluster sized for the model
- Authentication
- API key
- Example address
https://models.example.com/v1
This is a configuration example. Replace the address with your server’s reachable endpoint and use the exact model ID it reports.
A dedicated AI system such as NVIDIA DGX Spark can serve models that fit its memory. DeepSeek V4.1 Flash requires a server or cluster sized for its full model weights, context, and serving workload. Select the model and hardware together.
- Prepare your inference server.
Follow the model’s deployment guide. Use a serving engine and model configuration that support the tool calls your work needs.
- Make it reachable from Ducoro.
Enable API-key authentication on the model service. Check its address and model ID, and keep the service running and reachable on your network.
- Ask Ducoro to connect and verify.
Configure the endpoint, model ID, and API key in Ducoro. Verify a model call and a file task before handing over recurring work.
Help me connect a Bot to my GPU server. I’ll provide its endpoint and the model ID it serves, such as deepseek-ai/DeepSeek-V4.1-Flash-1017. The service requires an API key. Help me configure the connection and check that it can use the tools for my task. Tell me which Bot will use it, and ask before changing any existing Bot.
Prefer a hosted model? DeepSeek’s API serves V4.1 Flash as deepseek-flash at https://api.deepseek.com, using your own API account. Hosted inference sends model requests to the provider. Connected tools use their own services and permissions.
Hand over a weekly feedback review.
Choose a folder with a week of customer feedback, the previous week’s brief, and your current priorities. Keep customer names or IDs consistent so repeated comments can be counted correctly.
This week’s feedback from support, interviews, or sales notes.
Last week’s brief, for comparison.
Your current priorities and any constraints the Bot should consider.
Tell your Bot where to find the folder and what to make.
Read this week’s customer feedback, last week’s brief, and the current priorities in this folder. Write weekly-brief.md: group recurring requests, count distinct customers, and link each finding to its source file and a short quote. Compare with last week, flag conflicting evidence, and propose the top three priorities with reasons. Mark missing information clearly. Keep the source files as they are, and bring the priorities back to me for a decision.
Your Bot may need permission to read or write in that folder. Confirm the folder and the intended result before it starts.
Look at what came back.
Open the result and compare it with the notes. A completed message is the beginning of your review.
- weekly-brief.md is saved in the folder you chose, and the source files are intact.
- The customer counts and quotes match the original feedback, including repeated comments from the same customer.
- Each proposed priority has sources and reasons. Missing information and conflicting evidence are visible.
- Your Bot brings the priorities back to you for a decision.
Once you have checked the brief and its sources, discuss how the review should continue. Agree on a schedule, the feedback folder to follow, and which decisions should come back to you. Keep Ducoro, the model server, and the required tools available for that arrangement.
One good handoff is enough to begin.
Start with one Bot. Bring in more and give each piece of work the help it needs.
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