Assumed evolution of insect wings?

Evolution of insect wings?

Does the fossil record provide any examples of supposed evolution of insect wings? If the insect wings have evolved, we are expected to find signs of developing wings within flies, dragonflies, bees and wasps, in the fossil record.

Or are evolution believers so desperate that we can only find perfect and working wing structures in the fossil record?

And do we find within present insect species evidence for loss of biological information? Are there insects who have lost genetic information and lost their wings as a result?

Which one wins, evolution or genetic entropy? 

https://entomologytoday.org/2014/08/12/wingless-fly-has-the-smallest-insect-genome-known-to-science/

Excerpt: "Scientists have sequenced the genome of the Antarctic midge (Belgica antarctica), which contains only 99 million base pairs of nucleotides, making it smaller than other tiny reported genomes, such as that of the body louse (105 million base pairs) or the winged parasite Strepsiptera (108 million base pairs). It is now the smallest insect genome described to date."

http://www.sci-news.com/biology/article00172.html

Excerpt: "The finding reveals that flightless species retain higher genetic differentiation among populations and comprise a higher number of genetically distinct lineages than flight-capable species, indicating high possibility for allopatric speciation."

There is no sign of evolving or developing wings in the fossil record. An idea of 'half-evolved' wings or 'stumped wings' is absurd. What would an insect do with 'half-evolved' wings? Nothing! They would only make moving difficult and consume energy. We can only observe fully functional wing structures in the fossil record and in the wild. That is a great evidence of Creation.