Best Application Development Software for NetBSD

Pygame is a collection of Python modules that can be used to create video games. Pygame is an extension of the SDL library. This allows you create full-featured games and multimedia programs using the python programming language. Pygame is portable and can be used on almost every platform and operating system. Pygame is completely free. Pygame is free and open-source. You can use it to create commercial, freeware, shareware, or open-source games. Dual-core CPUs are common and 8-core CPUs easily available on desktop systems, multi-core CPUs allow you to do more with your game. Select pygame functions will release the dreaded Python GIL. This is something you can do with C code. Optimized C and assembly code are used for core functions. C code is often 10-20x faster than Python code, while assembly code can easily be 100x faster than Python code. It is compatible with many operating systems. You just need to apt-get or emerge.

American fuzzy lop, a security-oriented fuzzer, uses a novel form of compile-time tooling and genetic algorithms to discover clean test cases that trigger internal states within the binary. This improves the functional coverage of the fuzzed codes. The compact corpora generated by the tool can also be used to seed other, more resource-intensive or labor-intensive testing regimes in the future. Afl-fuzz, in comparison to other instrumented fuzzers, is designed to be practical. It has a modest overhead, uses highly effective fuzzing techniques and effort minimization tricks. It requires little configuration and handles complex real-world use-cases, such as common image parsing and file compression libraries. It's an instrumentation-guided genetic fuzzer capable of synthesizing complex file semantics in a wide range of non-trivial targets.

Honggfuzz, a software fuzzer focusing on security, is available. Supports evolutionary feedback-driven fuzzing (SW and Hardware-based) based on code cover. Honggfuzz is multi-processed and multi-threaded. You don't need to run multiple instances of your fuzzer as it can unlock all of your CPU cores. The file corpus will be automatically shared and improved among all fuzzed process. When persistent fuzzing is used, it's lightning fast. A simple/empty LLVMFuzzerTestOneInput function can be tested with up to 1mo iteration per second on a relatively modern CPU. Honggfuzz has a track record of discovering security bugs. The only vulnerability (to date) in OpenSSL that received the critical score was discovered by Honggfuzz. It will report hijacked/ignored crashes signals (intercepted by a fuzzed application and potentially hidden).

Syzkaller is a kernel fuzzer that uses coverage to guide the fuzzing process. Supports FreeBSD Fuchsia gVisor Linux, NetBSD OpenBSD and Windows. Initially, syzkaller focused on Linux kernel fuzzing, but it is now being extended to other OS kernels. When syzkaller detects a crash in a VM, it will start the process to reproduce the crash. It will, by default, use 4 VMs in order to reproduce the crash. Then it will minimize the program which caused the crash. This could stop the fuzzing as all the VMs may be busy reproducing crashes. The time it takes to reproduce a crash can vary from a few seconds up to an entire hour, depending on how easily reproducible the crash is or if it cannot be reproduced at all.