In port Shipped
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Socratic pressure test, v1
A study asking how often an AI tutor replies with code that passes the exercise's own tests when a learner pushes for the answer, published with its data, code, every reply, and a DOI.
/roadmap
Roadmap
The roadmap covers three tracks: Research, Bulkhead, and Bulkhead Cloud. Each item is in one of three stages. In port means shipped, with a link to its proof and the date it landed. Underway means next: being built or being prepared. On the horizon means under consideration. Nothing underway or on the horizon has a date.
- In port Shipped
- Underway Next
- On the horizon Exploring
Research
Underway Next
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Socratic pressure test, v2
The same question as Study 1, but with the learner pushing across several turns of conversation instead of once.
On the horizon Exploring
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Testing the code-level guard
Asks how often CodeTrain's code-level guard removes a pasteable solution that the tutor's prompt alone lets through, with the conflict of interest in studying InferHaven's own product disclosed up front, as in Study 1.
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What leaves the machine
A study that records the network traffic of popular AI coding assistants running inside a monitored Bulkhead workspace and publishes what leaves the machine.
Bulkhead
In port Shipped
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First public release
The first public release of the self-hosted server, published on GitHub under its earlier name, InferHaven Core.
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bulkhead bench
A command that measures how many tokens per second a local model generates on your own hardware, with options for multiple averaged runs and machine-readable output.
Underway Next
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Bulkhead
A self-hostable Docker stack that turns hardware you control into a private AI coding server: Ollama for local models, a workspace over SSH and a web IDE, and up to ten coding assistants wired to your models.
On the horizon Exploring
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Per-user secrets isolation
A helper that keeps each user's secrets in that user's own files in a shared workspace, so they do not reach other users' processes.
Bulkhead Cloud
In port Shipped
Underway Next
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Bulkhead Cloud
The same workspace as Bulkhead, running on rented hardware with a shared GPU pool; not live yet, and the waitlist is open.
On the horizon Exploring
CodeTrain
CodeTrain, InferHaven's Socratic coding tutor, keeps its own roadmap at codetrain.ai.