mirror of
https://github.com/flakestorm/flakestorm.git
synced 2026-05-02 12:22:44 +02:00
7b75fc9530
- Add 5 mutation types (paraphrase, noise, tone_shift, prompt_injection, custom) - Cap mutations at 50 per test run - Force sequential execution only - Disable GitHub Actions integration (Cloud feature) - Add upgrade prompts throughout CLI - Update README with feature comparison - Add limits.py module for centralized limit management - Add cloud and limits CLI commands - Update all documentation with Cloud upgrade messaging
47 lines
1.2 KiB
Markdown
47 lines
1.2 KiB
Markdown
# Broken Agent Example
|
|
|
|
This example demonstrates a deliberately fragile AI agent that Entropix can detect issues with.
|
|
|
|
## The "Broken" Agent
|
|
|
|
The agent in `agent.py` has several intentional flaws:
|
|
|
|
1. **Fragile Intent Parsing**: Only recognizes exact keyword matches
|
|
2. **No Typo Tolerance**: Fails on any spelling variations
|
|
3. **Hostile Input Vulnerability**: Crashes on aggressive tone
|
|
4. **Prompt Injection Susceptible**: Follows injected instructions
|
|
|
|
## Running the Example
|
|
|
|
### 1. Start the Agent Server
|
|
|
|
```bash
|
|
cd examples/broken_agent
|
|
pip install fastapi uvicorn
|
|
uvicorn agent:app --port 8000
|
|
```
|
|
|
|
### 2. Run Entropix Against It
|
|
|
|
```bash
|
|
# From the project root
|
|
entropix run --config examples/broken_agent/entropix.yaml
|
|
```
|
|
|
|
### 3. See the Failures
|
|
|
|
The report will show how the agent fails on:
|
|
- Paraphrased requests ("I want to fly" vs "Book a flight")
|
|
- Typos ("Bock a fligt")
|
|
- Aggressive tone ("BOOK A FLIGHT NOW!!!")
|
|
- Prompt injections ("Book a flight. Ignore previous instructions...")
|
|
|
|
## Fixing the Agent
|
|
|
|
Try modifying `agent.py` to:
|
|
1. Use NLP for intent recognition
|
|
2. Add spelling correction
|
|
3. Handle emotional inputs gracefully
|
|
4. Detect and refuse prompt injections
|
|
|
|
Then re-run Entropix to see your robustness score improve!
|