Winner's Dev Notes

Convert a color photo into a pencil sketch with python Pillow by applying grayscale, inversion, Gaussian blur, and color-dodge blending, then save the result.

Learn Lua's generic for protocol, build stateful closure and stateless iterators, and implement predictable ordered traversal when normal table iteration is unordered.

Learn how Lua modules and packages work with require, package.loaded, package.path, package.cpath, searchers, returned module tables, names, and submodules.

Learn Lua code loading and error handling with loadfile, load, pcall, xpcall, error, assert, tracebacks, and protected function calls.

Replace an insecure legacy PPTP setup with a Raspberry Pi WireGuard VPN server, including keys, server and client configuration, forwarding, and firewall rules.

Read Lua data files safely and serialize primitive values, tables, shared references, and cycles while validating input and avoiding unsafe execution of untrusted data.

Build arrays, records, matrices, sparse matrices, linked lists, queues, deques, sets, string buffers, and graphs with Lua tables and suitable access patterns.

Work with binary data in Lua using bitwise operators, arbitrary byte strings, string.pack and string.unpack formats, integer widths, endianness, and binary files.

Use Lua os.time, os.date, os.difftime, and os.clock for timestamps, calendar tables, formatting, UTC output, time-zone handling, durations, and date arithmetic.

Learn Lua pattern syntax and character classes with string.find, string.match, string.gmatch, string.gsub, captures, replacements, balanced text, and escaping.