3th Floor AI  ·  Open Model

A software testing AI
that knows the craft.

3thfloor-tester is a fine-tuned language model built for software quality professionals. It knows context-driven testing, bug advocacy, test design heuristics, ISTQB fundamentals, and the philosophy behind the AST community. It runs entirely on your machine. No cloud. No subscription.

3thfloor-tester-4b-q4_k_m
# runs on any laptop with 4 GB RAM
ollama run 3thfloor-tester

>> What is the oracle problem?

The oracle problem refers to the challenge of determining
whether the output of a system under test is correct...
Without a reliable oracle, testing is a judgment call.
It requires skill, not just execution.

Built for the CAST 2026 community  ·  Conference on the Advancement of Software Testing  ·  Cocoa Beach, FL  ·  August 3–5, 2026  ·  associationforsoftwaretesting.org

Model size 4B
Quantization Q4_K_M
Format GGUF
Runs on Mac · Linux · Windows
Min RAM (4B) 4 GB
Cloud required Never

Training Corpus

What it knows

This model was trained on material that matters to working testers, not generic web text. Ask it something real and it will give you a real answer.

⬡
Context-Driven Testing

The seven principles, the school of thought, the arguments for and against best practices. It knows why CDT rejects universals and what that means in practice.

⬡
ISTQB Foundations

Core concepts, terminology, and the foundational knowledge base. Not a cert prep tool. A solid grasp of the vocabulary the field actually uses.

⬡
Bug Advocacy

How to write a bug report that gets fixed. How to argue for severity. How to communicate risk to decision-makers who are not testers. The persuasion side of quality work.

⬡
Test Design Heuristics

SFDPOT, the Heuristic Test Strategy Model, equivalence partitioning, boundary value analysis, and the thinking behind each. Applied, not just defined.

⬡
AST & BBST

The Association for Software Testing, its history, its community, and the Black Box Software Testing curriculum built by Cem Kaner, James Bach, and the LAWST community.

⬡
CAST Conference Knowledge

Dates, format, pricing, session structure, Open Season facilitation, and the philosophy that makes CAST different from every other testing conference.

Try These

Ask it something hard

These prompts show where 3thfloor-tester goes beyond general AI. Copy any of them and run it locally.

Explain the oracle problem and why it matters for automation.
What is context-driven testing and why does it reject the idea of best practices?
How do I write a bug report that gets taken seriously?
What is the difference between testing and checking?
Walk me through the Heuristic Test Strategy Model.
What is BBST Foundations and is it worth the time?
I'm testing a feature I've never seen before. Where do I start?
What makes CAST different from other testing conferences?

Get Started

Run it on your machine

CAST attendees: all files are on your thumb drive. Everyone else: download below. Pick the path that fits your setup.

4B · 2.3 GB · 4 GB RAM

3thfloor-tester-4b

Runs on any laptop. Start here.

Download
1

Install Ollama from ollama.com. Available for Mac, Linux, and Windows.

2

Copy the files to your local disk, open a terminal in that folder, and import both models:

# import the baseline (before)
ollama create qwen2.5:1.5b -f Modelfile-base

# import the fine-tuned model (after)
ollama create 3thfloor-tester -f Modelfile
3

Run the baseline first, ask it a testing question, then run the fine-tuned version and ask the same thing:

ollama run qwen2.5:1.5b

# then
ollama run 3thfloor-tester
1

Download a pre-built llama-server binary from the llama.cpp releases page for your OS. Or build from source.

2

Copy the GGUF from your thumb drive, then start the server:

./llama-server \
  -m 3thfloor-tester-4b-q4_k_m.gguf \
  --port 8080 \
  -c 2048
3

Open http://localhost:8080 in your browser, or call the OpenAI-compatible API at /v1/chat/completions.

1

Download LM Studio from lmstudio.ai. Available for Mac, Windows, and Linux.

2

In LM Studio, go to My Models and drag the GGUF file from your thumb drive into the window. LM Studio will import it automatically.

3

Select 3thfloor-tester from the model list and start chatting in the built-in chat interface, or enable the local server for API access.

3th Floor Studios

Want to build something like this?

3th Floor Studios runs AI workshops, 1:1 consulting, and hands-on training for teams who want to stop talking about AI and start using it. If you left CAST thinking about what this could look like at your organization, that is the conversation we should have.