Save up to 91% with Spot VMs and get automatic sustained-use discounts. One free VM per month, plus $300 in credits.
Save on compute costs with Compute Engine. Reduce your batch jobs and workload bill 60-91% with Spot VMs. Compute Engine's committed use offers customers up to 70% savings through sustained use discounts. Plus, you get one free e2-micro VM monthly and $300 credit to start.
Try Compute Engine
Ship AI Apps Faster with Vertex AI
Go from idea to deployed AI app without managing infrastructure. Vertex AI offers one platform for the entire AI development lifecycle.
Ship AI apps and features faster with Vertex AI—your end-to-end AI platform. Access Gemini 3 and 200+ foundation models, fine-tune for your needs, and deploy with enterprise-grade MLOps. Build chatbots, agents, or custom models. New customers get $300 in free credit.
Proxy Tester is a proxy list tester and then it generates a wpad.dat file you can use for your browser based on working servers. wpad.dat file selects a random proxy server from the list of provided working proxy servers with each connection request.
Host and run your applications without the need to manage infrastructure. Scales up from and down to zero automatically.
Cloud Run is the fastest way to deploy containerized apps. Push your code in Go, Python, Node.js, Java, or any language and Cloud Run builds and deploys it automatically. Get fast autoscaling, pay only when your code runs, and skip the infrastructure headaches. Two million requests free per month. And new customers get $300 in free credit.
This is a Python module that formats error information and appends it to a logfile in a format conductive to diagnostics. It is an alternative in some instances to the Python built-in logging module.
PUT is a unit-testing framework that builds on the standard python unittest framework in order to provide extra features including: aggregate fixtures, suite heirarchial naming, customisable output, logging, suite level fixtures and more.
PyUnitGui is UnitTest GUI framework for Python programs. NUnit-like look with tests tree hierarchy and with console output window too. Writtem in wxPython it aims to be is as portable as Python and wxPython together are.
"Ra" is a testing utility wich provides numerous abilities for testers such as report generation (in different formats), statistics gathering and flexible tests running scripts and others.
"Yet Another Do-It-Yourself (Test) Automation Framework" specification. Use or modify one of the existing software implementations (hosted/referenced here), or implement the framework yourself. Download and read the spec for more details.
Go from Data Warehouse to Data and AI platform with BigQuery
Build, train, and run ML models with simple SQL. Automate data prep, analysis, and predictions with built-in AI assistance from Gemini.
BigQuery is more than a data warehouse—it's an autonomous data-to-AI platform. Use familiar SQL to train ML models, run time-series forecasts, and generate AI-powered insights with native Gemini integration. Built-in agents handle data engineering and data science workflows automatically. Get $300 in free credit, query 1 TB, and store 10 GB free monthly.
Fressia Project is an effort to develop an Open Source general framework for Testing Automation. It's intended for users (testers) that want a simple tool which can be used just out of the box. It's does not requires any complicated configuration stuff
Lusca is a test-framework for testing network applications under unix-like operating systems. Provides remote equipment control, automated script execution, event logging and more.
Python EasyAccept is a tool that automates acceptance testing for your Python project in an easy way. All you have to do is provide the tool test scripts written in a simple client-readable commands and a Facade from your program.
AllPairs is an open source test combinations generator written in Python. It allows one to create set of tests using 'pairwise combinations' method, reducing a number of combinations of variables into a lesser set that covers most situations.
VoIPER is a VoIP security testing toolkit incorporating several VoIP fuzzers and auxilliary tools to assist the auditor. It can currently generate over 200,000 SIP tests and H.323/IAX modules are in development. It's also a damn cool project name ;)
This project implements the Multimodal Middleware Protocol in Python. It can be used to connect multimodal components in the same computer or in the network. The Multimodal Hub and Browser component can be used to manage the component network.
Tail is a graphical interface for following files, similar to the *nix command tail -f. Tail can monitor and show multiple files, parse file changes for optional keywords, and optionally notify you of changes both visually and audibly.
PyMetrics produces metrics for Python programs. Metrics include McCabe's Cyclomatic Complexity metric, LoC, %Comments, etc. Users can also define their own metrics using data from PyMetrics. PyMetrics optionally outputs stdout, SQL command files and CSV
This is a log management system for Twisted applications.
It's a way to use python logging facilities under Twisted log environment.
It contains a server for storage of log messages,and a GUI to manage logging messages browsing & log dynamic config.
STDL (Structured test description language) is a domain-specific testing language that is used to auto-generate unit test code. It supports a myriad of output languages (incl. C#). The project's aim is that of reducing the resources required for testing
Browsershots is a system for capturing screenshots of Web pages in many different browsers. When a user submits a web address on the central web interface, the screenshots are made automatically on distributed computers that are run by volunteers.
Addanc is a distributed/scalable system for stress/load testing web based applications. Addanc tests focus on the arrival rate of service requests rather than a fixed number of simulated clients.