#Engagement Engine
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Following an accident, Danny wakes up in Gotham City in a DC universe. Lacking any forms of ID or possessions beyond the clothes on his back, he’s forced to commit some crimes to survive. Minor crimes, but still.
And then he gets caught.
During the court proceedings, they come to the mistaken conclusion that he’s a Meta suffering from some psychiatric issues such as Cotard’s Syndrome (a real rare condition where a person holds the delusional belief that they’re dead/don’t exist/etc).
Thus, between his “need for mental treatment” and the concerns about housing someone with his unique physical traits, he is sentenced to spend time in Arkham Asylum. He’s under pretty low security aside from the anti-Meta stuff and has more freedoms than some other inmates, but it’s still not a great experience. Even at the best of times, Arkham is hardly a nice place.
Some of his fellow residents are decently chill all things considered, but lots very much aren’t.
#dp x dc#dpxdc#dc x dp#dcxdp#danny phantom x dc#danny phantom x dc crossover#danny fenton in gotham city#just gonna slightly sidestep any questions about how the containment systems work or why “genuinely a ghost” is so unbelievable#i wanted to put Danny in Arkham so for whatever reason It Just Works#maybe danny had a bit of anti-ghost tech with him that they reverse engineered#or maybe something already existing in DC works#and as for the “dead” part… maybe his halfa/Realms nature is too unique so they assume he must be wrong about being ghostly? idk#also i think this’d be a good opportunity for a dpxdc fic to explore non-woobified versions of the rogues#like. where they aren’t watered down to be completely chill and barely criminals#e.g. yeah Poison Ivy cares for the environment and has protected kids but she’s still a terrorist who’s killed and mind controlled people#Or Killer Croc who is very much a victim of abuse/hate for his appearance but has also still attacked people and engaged in cannibalism#They’re not complete monsters but they’re not wholly innocent either#The story idea takes place in a mental hospital for (mostly) criminals! Let them have done genuinely bad things even if they’re improving!
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old lil comic abt spy's disdain for engie
#engiespy#practical espionage#team fortress 2#tf2 engineer#tf2 spy#when u think about it...spy spends a lot of time observing everybody yes...#but he spends the most time having to observe/engage with engie in particular...#how could you not slowly fall in love w him tbh
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the amount of games made with unity though...
night in the woods, ori, cuphead, untitled goose game, hiveswap, hollow knight and silksong, pokemon bdsp, pokemon go, fate: grand order, fire emblem engage, genshin impact, doom (switch port only), ultrakill, among us, yugioh duel links, yugioh master duel...
so many games Will be impacted it's not even funny. Fuck Unity.
#unity engine#unity#night in the woods#ori and the blind forest#cuphead#untitled goose game#hiveswap#hollow knight#silksong#pokemon bdsp#pokemon go#fate grand order#fgo#fire emblem engage#genshin impact#doom#ultrakill#among us#duel links#master duel
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charles leclerc and bryan bozzi ♡
#people speculating wildly about charles and bryan for the discourse and engagement when this is literally them#i love them both sm#one of the best driver engineer pairings honestly#charles leclerc#bryan bozzi#f1#formula 1#j.exe
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This is the Electra I remember
#the nervousness exhaling from me in the second gif... it's like I'm praying for him not to engage in physical aggression#anyways#starlight express#purse the money truck#me(purse)#electra the electric engine#stex
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I think Flying Scotsman should emote more with his dumbo ears smoke deflectors...
He can move them, so that's an extra emoting element for sure!
#thomas and friends#ttte#ttte flying scotsman#I headcanon that when he has them engaged he's in 'customer service mask/performance mode'#so he's extra cocky and confident and showing off as per requesition of being a big important engine/representative of his class/celebrity#but when he has them retracted he's being honest and truer to himself#on that note he never talks to Gordon with them engaged because he's comfortable being sincere and vulnerable with his brother#it's why he makes a point of engaging them only when the race is about to start
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tknp + a long-suffering lawson
#dawg i was having fun making this but then Real Life NHL Bullshit went down and now i'm just uhh. tired#well. nothing to do but to keep on engaging in transformative works bc if not at least that then what else!!#anyways i've never used tinder so any mistakes/outdated details on the app layout are all courtesy of my search engine <3#travis konecny#lawson crouse#nolan patrick#tknp#hockey art#comic#hrpf#hockey rpf#adelart
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Okay, so, I see a lot of people talk about “stats” on fics. Here, Reddit, other social media…often in a way that suggests one can gauge quality of a fanwork based on those metrics. Writers using them to try and determine if their work is “good.” Readers using them to filter fics for just the “best” ones. So let’s talk about stats.
And yeah, this is going to be long, so let’s have a cut, but TL;DR:
AO3 stats numbers can, in the aggregate, tell us some things but they cannot tell us the quality of a piece. Authors, stats don’t mean that your writing isn’t good, no matter what the “ratios” are. Readers, stats are poor indicators of fic quality, but you should know that writers are using those numbers as indicators of engagement with and enjoyment of their work; engagement is the encouragement writers use to keep writing.
I’ve read so many posts — on Tumblr, on the AO3 subreddit, fanfiction and writing subreddits, in other social media arenas — by both authors and readers talking about the stats on fics. Wondering if they’re good, or if they aren’t. Lamenting or judging a writer’s skill based purely on those numbers. Using those numbers as a way to filter fics to find the “best” ones. Wondering if writing is even worth doing in the writer’s fandom.
Usually, because of where I hang out, they’re talking about AO3 stats, but I occasionally see stuff about Wattpad in a similar vein. I don’t know Wattpad; I’ve never used it. So I’ll just focus on AO3 here.
So, first things first, I’m not going to tell a fanfic author that they should just not care about their stats. Not because I think stats matter, really, but because I know that’s an impossible ask. If we didn’t want people to read and enjoy our stuff, we wouldn’t post it. I can read my own writing with way less work and effort if I don’t post it, honestly. I post it to share it. So I get that saying “who cares what the stats are” is actively not helpful advice for a demoralized writer and doesn’t encourage participation for readers. So here’s what I’ll say instead about what we can, and more importantly can’t glean, from AO3’s stats as writers, and try to put those AO3 stats in perspective for writers and readers of fanfic alike:
AS A WRITER:
1) Comparison is the thief of joy. If you’re getting engagement with your fic and it makes you happy, try not to dwell on whether other authors are getting more engagement. I know this is a tough one to implement.
2) If you’re going to compare, it needs to be apples to apples, and I see a lot of folks comparing apples to oranges and then feeling let down by that comparison.
2A) Someone writing for the most popular ship in your fandom while you write a rare pair is probably going to get more engagement; not because it’s better, but because more people are going to see it. They will get more hits because more people are filtering for that pairing. That doesn’t mean what you wrote isn’t good or compelling.
2B) This goes even more granular: someone who is in the Neve/Rook tag on AO3 and either excludes M/F or filters for F/F isn’t going to see my fic. And that’s okay; they’re looking for something specific and I’m not writing it. I’m writing M/F Neve/Rook at the moment. The longer a fic is up, the more engagement it’s likely to have gotten, so I need to look at dates. If I were going to compare - and I don’t and shouldn’t for my own sake - M/F Neve/Rook posted within a few days of my post would be what I should compare myself to.
And even then, given that different fics tackle different subjects, have different OCs, etc., it’s still not likely to be truly 1:1.
2C) Multi-chapter fics and long fics get different numbers and ratios of hits/kudos/comments than one-shots. The engagement pattern is different.
2D) Smut/NSFW/Archive Warning fics also tend to get different engagement patterns than fics that don’t have those markers. Some people are concerned about their usernames being linked to those themes/plots/topics. Some readers are smut fiends (and we love that for them). Both these things can skew numbers here.
3) A registered user who is logged in can only kudo once, even if the fic has multiple chapters. Someone can read an entire 27-chapter 200k word novel and love it and only be able to leave a single kudo. Guest users are tracked by IP address, so if their IP address hasn’t changed they too can only kudo a fic one time.
4) The above means that re-readers are often not getting seen in kudo numbers even if they’re your biggest fans.
5) “Hits” counts individual views, but only if outside certain timeframes. If someone reads your fic 5 times in 24 hours it won’t count as 5 hits. However, outside that time box it will register as multiple hits, which may mean you’re getting more hits and no kudos because of re-reads.
6) Engagement from readers is lower across the board. There’s been entire articles about it. It’s not just you, I promise.
7) There is no “hits to kudos” or “kudos to comments” or “hits to comments” ratio that can reliably tell if something is good or not for all the reasons above.
AS A READER:
1) Writers want engagement. Crave it. If an author didn’t want engagement, they wouldn’t post their fanfic. It’s not like they’re getting paid. And it can be incredibly discouraging not to receive any. Writers use those stats numbers - hits, kudos - and those comments to determine if people are looking at and, more importantly, enjoying their work. It’s a way of gauging engagement.
Does that mean a writer is entitled to engagement? No. But if you want an author to keep posting fic, engagement is the way to encourage that. Like I said, I can read my own stuff with much less work if I don’t post.
2) As I said above, a registered user that is logged in (or a guest still on the same IP address) can only kudo a fic once, no matter how many chapters it has or how many times they’ve read it. If you want to show you like a new chapter after you’ve dropped that initial kudo, or show a re-read, you’ll need to comment. Even if it’s just a “❤️” or “have another kudo!”
3) You aren’t bothering writers by commenting on something; really, you’re not. I see so many readers worried that they’ll come across as weird by engaging.
Friend, we’re all weird here. Go for it.
I love when people send me a multi-paragraph comment or kudo 7 of my fics in a single night. (I also love all comments, to be clear. An “OMG” or keysmash is also great. So’s a random one-off kudo.) Don’t worry you’ll annoy the writer. We can turn comments off if we don’t want them.
4) Writing and posting fic is time consuming. There’s the writing itself (already a major labor of love) and, even if there’s no editing or beta-reading, formatting and summarizing and rating and all that. Bare minimum. If there’s editing or beta-reading, now there’s an additional (and often lengthy) part of the process that has very likely meant a time investment not only from the authors but the folks that helped them. Engagement is the only pay they get.
5) To put a finer point on topic 1: Yes, lack of engagement has absolutely ended fics people loved or led writers to stop writing/sharing fanfic at all. I don’t say that to insinuate you owe a writer your engagement, but no one wants to shout into an empty room; if fanfic doesn’t involve participation from both sides, the system does eventually break down.
If you read a fic and don’t kudo or comment, the author has no way to know if you liked it or if you accidentally clicked the wrong link and immediately fled. Writers aren’t mind readers.
If you’re someone who reads a rare pair, this is doubly true. Authors of rare pairs can face a lonely existence in fandom spaces if the readers that read rare pairs don’t engage.
6) Please read the writer’s list to understand why kudos/hits/comments numbers are poor indicators of fic quality.
In Conclusion:
I don’t say all of this to suggest that someone’s feelings about fic stats and engagement levels aren’t valid. Writers, you’re allowed to be frustrated or let down by engagement levels; I’ve been there, and I see you. Readers, I have absolutely been the person that read an author’s entire catalogue of fics and didn’t comment because I didn’t know what to say or if I should (though I’m working on that). Like many people, my earliest days in fandom were spent lurking with the lurkiest among us. I’m not judging. But I think some of this stuff is helpful to remember.
You all make fandom better by your presence. No matter what the numbers are. Be kind to yourselves. And, if you’re ready, maybe throw your writers a kudo or comment. It’ll make their day.
#writing on ao3#stats don’t tell you if a work is good#but readers the authors you enjoy do use those numbers to figure out if people are engaging with their work#and engagement is the engine that keeps fanfic running
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Anyway I got back into starwars again and this fanfic^ by @jackdaw-kraai has been one of my faves. Vader redemption, found family, BAMF Luke, world building, & humor.
Here’s some illustrations & sketches

#new years resolution is to draw more#space trash babies tag#tw gore and violence#def worth the read! very fun and engaging#luke skywalker#darth vader#Zev veers#star wars#the redhead is Tirian and I will protect him with my whole soul#he is gay and awkward and also a Prince#Luke is a sunshine baby and the ship adopts him#the 18 year old HEAD ENGINEER#and everyone constantly underestimates him for better or worse#his presence reduces Vaders kill count#…and then drastically increases it when he’s injured or in danger
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Not to whack a hornet's nest here but I seriously think some people should reconsider putting their NSFW posts in the main series tag. Multiple main tags, mind you. Those posts will still end up being visible in the main tag search.
You're still engaging in media that is directed to a younger demographic. If you're an older member of the community please think about who is going to see these posts. Not everyone in the community is going to be interested in seeing that kind of stuff. And considering the fact that there are still plenty of younger community members here, I think you should be more mindful about what you post about these characters out in the open.
#ttte#thomas and friends#thomas the tank engine#and then i whacked the hornet's nest.#and no this isn't a matter if a tag needs to be blocked or “if you don't like it just look away”#regardless of your age the media you are engaging with is directed towards children. you as an adult should be mindful about that#and i don't even engage that much with the fandom here but god i know more folks do#i have to wonder do you hear yourself when you're putting these out there? there are younger fans who are gonna stumble on this shit dude#i don't get angry on this blog i really don't. but i'm really sick of seeing a lot of weird shit in the tags#i'm mixing up the words “fandom” and “community” but i generally don't like using the term “fandom” that much. it's 1 am#fauxtrainpost.txt#sorry about this one folks i just got tired
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I know the discourse well is poisoned and no one hates bioware games more than bioware fans, but I am just 🫠 having so much fun with veilguard it's unreal. It is selfishly the dragon age game I always wanted. with less emphasis on cRPG, a more focused story, curated mission based design that spotlights the high fantasy stuff, slowburn structure with companions, significantly less sidequest bloat, and a fully real-time action-oriented combat system that isn't riddled with the growing pains of previous titles. when I first played origins I imagined something almost exactly like this as my ideal version of a sequel; and it was one of those dirty, selfish thoughts that I knew was disrespectful to the then-established DNA of the thing, but I can't help but feel giddy about having it here and now. like down to the shift away from the childishly dark tone and to something more inherently flexible with a baseline aspirational quality. I hate aesthetically depressing games so much. am I not alive right here and right now already
When I say "aesthetically" there though I do mean it. I'm fully on the opposite side when it comes to tone and positions expressed in the story itself. I am just not including that in my analysis because I am not done yet - so please no spoilers! I think I am where most people consider to be the second act, and I definitely have my gripes with the narrative framework and some of the optics, but I won't put the cart before the horse and will see how it wraps things up first. Above that level, in terms of how it presents itself, of how it plays, of how it balances its core pillars - it is such a bioware-ass game and I could not be any cozier in it. So grateful it exists
#and thank god for that reboot away from live service horseshit they were pushing. this is the most offline ass game in ages. bless#anyway no one is allowed to reblog this because people here aren't normal and I am afraid of spoilers#but I cant pretend not to adore every second of Beef Hilda Mercar and her adventures as a shadow dragon reaper#I have her fully invested in shield throws. that shit couldnt bounce better if zagreus was tossing it#also everyone is so pretty 🫠 this is the first time for me in a bioware game where like#purely aesthetically. i feel targeted and manipulated. these people feel designed around my tastes it's so embarassing#text#dragon age#okay I gotta mention one more thing. it is a very specific ass peeve I have#their dialogue system has never felt as.. nimble in their frostbite titles. something about the constant fades in and out and click delays#it all feels insecure on the engine-end side to me. maybe I am dumb. but veilguard also has this issue#like the original 2 DAs and the unreal engine mass effects had such snappy and frictionless selection-to-dialogue feel#and their frostbite titles I swear to god some greare is missing in the wheels there. here too. it is a LITTLE annoying since this is like#my favorite part of engaging with their games. it's not a huge issue but I have grown keenly attuned to it#inquisition had horribly bad delays in response selection. andromeda had those godawful delays in starting and ending convos#and those things are still somewhat present here albeit to a lesser degree. it feels like a streaming thing#idk. I do not make games. but I think that shit needs to feel smoother
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i really wish we got the tf2 tv show because i think, about your talk about how pyro ends up being a foil to the other characters, pyro is such a wildcard of a character that if you need someone for an episode to complete a dynamic it's pyro. he's designated driver. he's the mcdonalds employee. he's scout's ma. she's helping miss p dismember bodies. it's coming in through the dog door
your ask got me thinking about how i'd use pyro in a show and IDK if anyone else has seen Solar Opposites but how they split the Pupa's screentime between A + B plots in the first/second season would be spot on the money for me. Pyro could be there, in the A plot, in small ways (like you said, at the back of the bus or en rotue to the episodes mission) but then gets sucked into a 'mundane' B plot for some tonal levity within the episode. Pyro's gotta run that FTSE 500 company! They've gotta seduce the Ballicorn comic writer in order to read the never-published final issue! They've gotta earn an Astrophysics PHD in order to steal their Professor's Pokemon topped pen....that sort of thing. And then occassionaly they can show up with the deus-ex-mechina for the episode with the rest of the team being none the wiser (other than vaguely baffled as their flamethrower could've REALLY come in handy fighting those haunted scarecrows).
#maybe not EVERY episode but you know...enough to be a thing perhaps#all the characters are so good though that TBH having any of them sucked into their own 'mundane' B plot is really funny to me#everyone gets abducted by aliens whilst spy runs a model village attraction in sweden in order to gain access to the australium its built o#the team deal with 'ironic curses' by merasmus whilst engineer engages in petty local politics in order to get a parking spot closer to the#hardware store#heavy enters an esparanto contest! the team get sent back in time!#those sort of episode descriptions on streaming services always crack me up#tf2 pyro#asks
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Secret Agents part 12: charge it.
Listen to Russian Rush ASS, the Pootis engage one....trust me, especially for later parts.
oh and personal head cannon of mine, Uber give's you a rush of anger and rage do to how painful and adrenalin inducing it is, basically super Syain mode for a couple of minutes.
also while Engie and Spy were wandering around, Demo woke up confused in a dark room on the floor also wandering around with no clue whats going on or where everyone is, he passed out in the bar do to over consumption of alcohol, he also wants more alcohol, poor man is beyond confused.
also when Medic is off on one of these outside missions that dont have to due with Blu team, he is like a child in a candy store, wanting to run and around and destroy shit XD
#tf2#team fortress 2#tf2 spy#tf2 engineer#tf2 sniper#tf2 scout#tf2 demoman#tf2 soldier#tf2 medic#tf2 heavy#tf2 pyro#tf2 comic#tf2 gmod#gmod tf2#gmod comic#tf2 agent gunn#tf2 Pootis engage mentioned#pootis engage
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@ your tags abt engie, you're so right. while his polite southern boy persona is one aspect of his character, i love to think about his more sadistic inhibitions that start to show the more you get to know him. the contrast between his gentleman like demeanor and his proclivity towards violence can be very interesting i think.
also ALSO, engie having to live up to the family name and living in a cycle where he's entangled in war and destined to die by it. AND him being able to break the cycle at the seventh comic.
#[radio jargon]#💗🪛#the part abt him basically being a cog of war makes the last part more interesting too#because how likely it is for him to get too comfortable in that role and engaging in violence once again?#maybe he completely broke the cycle or maybe that cycle still haunts him and he feels like he ought to keep doing it#i like comforting and wholesome engie in small doses but all in all - bro is going through it#tf2 engineer#engineer tf2
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i had no expectations hayama-san and hirono-san would take a pic together but still on some copium with this lmao
#vee queued to fill the void#i missed hirono-san's bday last week bc of work so this is me drawing him anyway lmao#but this is a kuukou stan can dream the fanart lol#but i don’t mind lol besides the occasional joke hirono-san has been moving forward from hypmic engines full speed ahead#and if hayama-san had the thought he’s shy actually lol and he’s not one for engagement in the first place lol#*clenches fist* but still………………. but still……………………#lol i’m still not very comfortable drawing real people but i think i should probably start thinking about how to draw nakanishi-san lol 🤔#vee is arting
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I don’t know if I’m just old and miserable now but it genuinely pisses me off when people’s response to being told they are misusing a website is to say ‘I don’t know how it works’ like fucking google it then?
#‘oh i posted this placeholder on ao3 bc i don’t know how to save drafts’#then fucking GOOGLE IT#the answer is literally the first result#are people becoming less inclined to just self-help? it’s infuriating#also not riding google’s dick you may engage the search engine of your choice x
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