Vibestrate puts a control layer above the models. You supervise the run, the flow defines the work, and each phase gets a model seat that can be filled by Claude Code, Codex, Gemini, OpenCode, Aider, Cursor CLI, Amp, Goose, Crush, Qwen Code, or a local model via Ollama.
The risk is one model becoming your whole workflow
If a vendor gets slower, more expensive, rate-limited, unavailable, or worse at one task, a one-model setup forces you to rebuild the way work moves.
In Vibestrate a model is a crew member. The workflow is a separate thing: planning, implementation, review, verification, and approval stay explicit phases, and the model in each seat can change without rewriting the flow.
Other people have been saying this for a while. "Model providers can pivot, deprecate, or disappear overnight," warns GreenPT founder Robert Keus in LeadDev; as AI product strategist Sara Landi Tortoli puts it in the same piece, "it is never a good strategy to build your AI stack around one specific model or one specific provider." That is the case Vibestrate is built for: the flow holds, and the model in each seat can change.
What stays stable
- The flow: a reusable recipe for how work moves from brief to approved output.
- The gates: the points where the run stops for human approval or validation.
- The trace: prompts, changes, decisions, tokens, and estimated cost stay on record.
- The interface: you keep using the same CLI, TUI, and Mission Control surface.
What can change
| Phase | Example seat | Why you might swap it |
|---|---|---|
| Plan | Claude Code, Gemini, local model | Use the model that gives the clearest architecture and constraints. |
| Implement | Codex, Claude Code, another CLI provider | Use the model that is strongest on code edits in your stack. |
| Review | Gemini, Claude, local reviewer | Use a different model to catch mistakes the builder missed. |
| Private or cheap work | Ollama, llama.cpp | Run local models for lower-cost, offline, or sensitive phases. |
The layer above the models
You stay in the loop. Vibestrate adds the layer the models do not come with: it breaks the work into phases, seats the crew, shows progress, and stops before anything important ships.
That is what makes a swap practical. The process stays, and you change who does each part.
If Claude is down tomorrow, or one model gets too expensive for a phase, you swap that seat and keep the flow.
