#ecosystem documentation

[delicatelysublimeforester]

Seeing Yellow: Celebrate the City Nature Challenge and Earth Month with a Splash of Sunshine

[jcmarchi]

Stackpack Secures $6.3M to Reinvent Vendor Management in an AI-Driven Business Landscape

New Post has been published on https://thedigitalinsider.com/stackpack-secures-6-3m-to-reinvent-vendor-management-in-an-ai-driven-business-landscape/

Stackpack Secures $6.3M to Reinvent Vendor Management in an AI-Driven Business Landscape

In a world where third-party tools, services, and contractors form the operational backbone of modern companies, Stackpack has raised $6.3 million to bring order to the growing complexity.

Led by Freestyle Capital, the funding round includes support from Elefund, Upside Partnership, Nomad Ventures, Layout Ventures, MSIV Fund, and strategic angels from Intuit, Workday, Affirm, Snapdocs, and xAI.

The funding supports Stackpack’s mission to redefine how businesses manage their expanding vendor networks—an increasingly vital task as organizations now juggle hundreds or even thousands of external partners and platforms.

Turning Chaos into Control

Founded in 2023 by Sara Wyman, formerly of Etsy and Affirm, Stackpack was built to solve a problem she knew too well: modern companies are powered by vendors, yet most still track them with outdated methods—spreadsheets, scattered documents, and guesswork. With SaaS stacks ballooning and AI tools proliferating, unmanaged vendors become silent liabilities.

“Companies call themselves ‘people-first,’ but in reality, they’re becoming ‘vendor-first,’” said Wyman. “There are often 6x more vendors than employees. Yet there’s no system of record to manage that shift—until now.”

Stackpack gives finance and IT teams a unified, AI-powered dashboard that provides real-time visibility into vendor contracts, spend, renewals, and compliance risks. The platform automatically extracts key contract terms like auto-renewal clauses, flags overlapping subscriptions, and even predicts upcoming renewals buried deep in PDFs.

AI That Works Like a Virtual Vendor Manager

Stackpack’s Behavioral AI Engine acts as an intelligent assistant, surfacing hidden cost-saving opportunities, compliance risks, and critical dates. It not only identifies inefficiencies—it takes action, issuing alerts, initiating workflows, and providing recommendations across the vendor lifecycle.

For instance:

Renewal alerts prevent surprise charges.

Spend tracking identifies underused or duplicate tools.

Contract intelligence extracts legal and pricing terms from uploads or integrations with tools like Google Drive.

Approval workflows streamline onboarding and procurement.

This brings the kind of automation once reserved for enterprise procurement platforms like Coupa or SAP to startups and mid-sized businesses—at a fraction of the cost.

A Timely Solution for a Growing Problem

Vendor management has become a boardroom issue. As more companies shift budgets from headcount to outsourced services, compliance and financial oversight have become harder to maintain. Stackpack’s early traction is proof of demand: just months after launch, it’s managing over 10,500 vendors and $510 million in spend across more than 50 customers, including Every Man Jack, Rho, Density, HouseRx, Fexa, and ZeroEyes.

“The CFO is the one left holding the bag when things go wrong,” said Brandon Lee, Accounting Manager at BizzyCar. “Stackpack means we don’t have to cross our fingers every quarter.”

Beyond Visibility: Enabling Smarter Vendor Decisions

Alongside its core platform, Stackpack is launching Requests & Approvals, a lightweight tool to simplify vendor onboarding and purchasing decisions—currently in beta. The feature is already attracting customers looking for faster, more agile alternatives to traditional procurement systems.

With a long-term vision to help companies not only manage but discover and evaluate vendors more strategically, Stackpack is laying the groundwork for a smarter, interconnected vendor ecosystem.

“Every vendor decision carries legal, financial, and security consequences,” said Dave Samuel, General Partner at Freestyle Capital. “Stackpack is building the intelligent infrastructure to manage these relationships proactively.”

The Future of Vendor Operations

As third-party ecosystems grow in size and complexity, Stackpack aims to transform vendor operations from a liability into a competitive advantage. Its AI-powered approach gives companies a modern operating system for vendor management—one that’s scalable, proactive, and deeply integrated into finance and operations.

“This isn’t just about cost control—it’s about running a smarter company,” said Wyman. “Managing your vendors should be as strategic as managing your talent. We’re giving companies the tools to make that possible.”

With fresh funding and a rapidly expanding customer base, Stackpack is poised to become the new standard for how modern businesses manage the partners powering their growth.

[pyrriax]

an interesting conclusion for today: the footnotes from my writing note for today

little to no context but i think this is very interesting. also. 6 is amusing me. love leaving it at that. the only bit of context is that i chose the prompt "augury" off a list that i will not be following (im basically just picking a random prompt at the start of the day from whatever list i see fit) and ran with it

[bonesandpoemsandflowers]

there's a very cool looking solo journaling RPG game where the game's central play mechanic is that you're altering a deck of playing cards to bind demons in them. neat. it's story, a game, arts and crafts time, CARDS. love it! conceptually there. indie creator! fantastic. the decks people are making look awesome.

however, "demons" is so broadly used these days that I thought nothing of it, but it turns out oohh, this person is legit with their occultism, this is some ars goetia shit. and, you know, haha, it's just a game. hahah. hah.

it's just, you know, I really don't fuck with all that ars goetia shit.

[onnkelvezenn]

As a dev, can confirm.

I've used multiple dev- or sysadmin-oriented software without understanding what they were for, but they were needed by some other parts of the system.

[reallyimpossibledetective]

Worm Farming: A Sustainable Solution For Sensitive Document Disposal

In the digital age of today, the disposal of sensitive documents remains a critical concern for businesses of all sizes. Traditional methods, such as shredding and incineration, can be costly and environmentally harmful. As a more sustainable and secure alternative, worm farming offers a unique solution.

The Worm Farm Solution Worm farms provide a natural and efficient way to dispose of sensitive documents. By feeding shredded paper to worms, businesses can ensure that confidential information is completely destroyed. The worms consume the paper, breaking it down into compost, a valuable organic fertilizer.

Environmental Benefits of Worm Farming: • Reduced Waste: Worm farms divert paper waste from landfills, reducing the environmental impact of disposal. • Soil Enrichment: Worm compost, or vermicompost, is a nutrient-rich soil amendment that improves soil health and plant growth. • Carbon Sequestration: Worm farming can help to reduce greenhouse gas emissions by sequestering carbon in the soil.

Security and Privacy: • Complete Destruction: Worms consume the paper, making it impossible to reconstruct sensitive information. • Controlled Environment: Worm farms can be kept in secure locations, further protecting sensitive documents. • Reduced Risk of Data Breaches: By eliminating the need for external disposal services, businesses can reduce the risk of data breaches.

By adopting worm farming as a method of document disposal, businesses can not only protect sensitive information, but also contribute to a more sustainable future.

Here are a few industry-specific examples of how worm farming could be implemented for secure document disposal:

Healthcare: • Medical Records: Shredded medical records, including patient information, diagnoses, and treatment plans, can be safely disposed of using worm farming. • Research Papers: Confidential research papers and data can be shredded and composted.

Legal: • Client Files: Sensitive legal documents, such as contracts, wills, and financial records, can be securely destroyed. • Court Records: Confidential court documents can be disposed of in an environmentally friendly manner.

Finance: • Financial Statements: Shredded financial statements, tax returns, and other sensitive documents can be composted. • Bank Records: Confidential bank records, such as account statements and transaction histories, can be securely destroyed.

Government: • Classified Documents: Low-level classified documents can be shredded and composted, reducing the risk of information leaks. • Internal Memos: Sensitive internal memos and reports can be disposed of safely and efficiently.

By adopting worm farming as a standard practice, these industries can significantly reduce their environmental impact, while ensuring the security of sensitive information.

[headspace-hotel]

by the way (i sadly cant share this document cause it was sent to me personally and i dont think its online) i've been reading a compilation of earliest writings by European settlers about Kentucky and its fucking wild

the main thing they mention is the river cane, everywhere. Cane cane cane cane cane on every page. Canebrakes stretching for miles and miles, dark woodlands of massive trees spaced wide apart with canebrake as the understory

But also they talk a lot about: Huge fields of strawberries that seem to turn red in spring with all the strawberries getting ripe. Raspberries. Groves of American plums, even some AN ACRE big just a huge patch of plum trees. Cherry trees. Huge grape vines growing up one in every four trees. Persimmons and pawpaws. Walnut trees. Hickory trees. Oak trees. And sugar maples. EVERYWHERE. And the canebrakes absolutely TEEMING with turkeys, passenger pigeons and quails

Reading the descriptions of looking out into a valley and seeing herds of 200-300 bison frolicking in the clover and river cane almost makes me want to cry...

It's crazy how much they talk about plum trees because plum trees are so rare now!

Really it's wild seeing how abundant the edible woody plant species and berries just-so-happened to be when Europeans first came. Right?

To me it seems like obvious pieces of evidence that indigenous people were actively cultivating this land. It was a landscape scale agriculture fully integrated with the ecosystem.

Even more so because it started to collapse very soon after settlers came. The sugar maple trees were mostly killed by settlers hacking indiscriminately into them with hatchets for maple syrup making without caring about the trees survival, the livestock running loose destroyed the native clover and cane causing invasive grass to grow back, and the bison...reading about the bison is so sad!

The wasteful slaughter of bison began very early. Lots of writers talk about other settlers killing bison just to say they killed one, or killing several of them and barely taking one horse load of meat from them, or seeing traders killing bison by the hundreds just to take the most valuable parts and leave the body to rot...And the writers knew it was wrong! but they couldn't stop the others from doing it. So bison were basically gone from around Lexington before 1800 :(

Settlers even killed the bison for wool--this was fascinating to me, they described making their cloth out of nettle bast fiber and bison wool. Native Americans also used bison wool for textiles, but as far as I know they didn't kill them for it (tho i reckon they might have used the wool on a bison they killed)...the wool peels right off in big clumps in the spring. Same thing with mountain goats, indigenous peoples would just gather the mountain goat wool when it naturally shed. But the settlers were killing bison to shave the wool off and it said only the young ones had good wool so if they killed a bison that didn't have good wool on it they would just kill another one.

They destroyed the river cane not knowing that bamboo was strong and useful for practically everything. Destroyed the native pastures of buffalo clover, Kentucky clover, running buffalo clover and God knows what other extinct or undiscovered clovers. And now wild strawberries and raspberries are hard to find, American plums very rare, persimmons rare...

The settlers didn't understand this land, didn't try to understand it, they were full of greed and just tried to force their idea of agriculture and their idea of society onto it, and watched in bafflement as the natural abundance and beauty of the land around them fell into decay and ruin from their abuse.

[envesting]

Bitcoin Whitepaper Audio ~ By: Satoshi Nakamoto

[mysticalmagickial]

We're not supposed to be able to live without romance?

Ha-ha! We defy you, uptight importance of the world! We know a secret you don't. We have evil little schemes and malicious little plans and they're working.

Call us witches. Call us evil masterminds. Call us tragic; but we are not bound to the terms of this life. We've searched and experimented and found, and we continue to find, and share, and love. Just not in the way that you believe to be necessary, yet we are connected to one another in ways which some have never imagined.

Being aromantic is fucking awesome. There's this idea of some Grand Fucking Thing that is supposed to be the most important part of life, something that you apparently can't live without, and it means Absolutely Nothing to me. That's really the only way to say it. It sounds so tragic to some people but to me it's fucking amazing

[lespetitsratons]

Activité d'inventaire

Recensement des milieux naturels.

1. Parc National du Mont Orford @ Jouvence — Abri 3 côtés, Le Chalumeau. 2. Parc National du Mont Orford @ Jouvence — Refuge Sarracénie. 3. Parc National du Mont Orford @ Jouvence — Refuge Hors Piste. 4. Lac des Nations — Parc Jacques-Cartier, Sherbrooke. 5. Marais Réal D.-Carbonneau - Sherbrooke.

[feminist-space]

"Balaji’s death comes three months after he publicly accused OpenAI of violating U.S. copyright law while developing ChatGPT, a generative artificial intelligence program that has become a moneymaking sensation used by hundreds of millions of people across the world.

Its public release in late 2022 spurred a torrent of lawsuits against OpenAI from authors, computer programmers and journalists, who say the company illegally stole their copyrighted material to train its program and elevate its value past $150 billion.

The Mercury News and seven sister news outlets are among several newspapers, including the New York Times, to sue OpenAI in the past year.

In an interview with the New York Times published Oct. 23, Balaji argued OpenAI was harming businesses and entrepreneurs whose data were used to train ChatGPT.

“If you believe what I believe, you have to just leave the company,” he told the outlet, adding that “this is not a sustainable model for the internet ecosystem as a whole.”

Balaji grew up in Cupertino before attending UC Berkeley to study computer science. It was then he became a believer in the potential benefits that artificial intelligence could offer society, including its ability to cure diseases and stop aging, the Times reported. “I thought we could invent some kind of scientist that could help solve them,” he told the newspaper.

But his outlook began to sour in 2022, two years after joining OpenAI as a researcher. He grew particularly concerned about his assignment of gathering data from the internet for the company’s GPT-4 program, which analyzed text from nearly the entire internet to train its artificial intelligence program, the news outlet reported.

The practice, he told the Times, ran afoul of the country’s “fair use” laws governing how people can use previously published work. In late October, he posted an analysis on his personal website arguing that point.

No known factors “seem to weigh in favor of ChatGPT being a fair use of its training data,” Balaji wrote. “That being said, none of the arguments here are fundamentally specific to ChatGPT either, and similar arguments could be made for many generative AI products in a wide variety of domains.”

Reached by this news agency, Balaji’s mother requested privacy while grieving the death of her son.

In a Nov. 18 letter filed in federal court, attorneys for The New York Times named Balaji as someone who had “unique and relevant documents” that would support their case against OpenAI. He was among at least 12 people — many of them past or present OpenAI employees — the newspaper had named in court filings as having material helpful to their case, ahead of depositions."

[delicatelysublimeforester]

The Identification Phase Has Begun: Let the Fun Begin!

[pyrriax]

hi tumblr im at it again. obsidian day continues (im half asleep but i wanna have something mostly usable for tomorrow)

(placeholder art is by bitsbyt3s on twitter; it was the first thing i saw as i was trying to work on this pfndjkm)

[reasonsforhope]

Ancient redwoods recover from fire by sprouting 1000-year-old buds

Article | Paywall free

When lightning ignited fires around California’s Big Basin Redwoods State Park north of Santa Cruz in August 2020, the blaze spread quickly. Redwoods naturally resist burning, but this time flames shot through the canopies of 100-meter-tall trees, incinerating the needles. “It was shocking,” says Drew Peltier, a tree ecophysiologist at Northern Arizona University. “It really seemed like most of the trees were going to die.”

Yet many of them lived. In a paper published yesterday in Nature Plants, Peltier and his colleagues help explain why: The charred survivors, despite being defoliated [aka losing all their needles], mobilized long-held energy reserves—sugars that had been made from sunlight decades earlier—and poured them into buds that had been lying dormant under the bark for centuries.

“This is one of those papers that challenges our previous knowledge on tree growth,” says Adrian Rocha, an ecosystem ecologist at the University of Notre Dame. “It is amazing to learn that carbon taken up decades ago can be used to sustain its growth into the future.” The findings suggest redwoods have the tools to cope with catastrophic fires driven by climate change, Rocha says. Still, it’s unclear whether the trees could withstand the regular infernos that might occur under a warmer climate regime.

Mild fires strike coastal redwood forests about every decade. The giant trees resist burning thanks to the bark, up to about 30 centimeters thick at the base, which contains tannic acids that retard flames. Their branches and needles are normally beyond the reach of flames that consume vegetation on the ground. But the fire in 2020 was so intense that even the uppermost branches of many trees burned and their ability to photosynthesize went up in smoke along with their pine needles.

Trees photosynthesize to create sugars and other carbohydrates, which provide the energy they need to grow and repair tissue. Trees do store some of this energy, which they can call on during a drought or after a fire. Still, scientists weren’t sure these reserves would prove enough for the burned trees of Big Basin.

Visiting the forest a few months after the fire, Peltier and his colleagues found fresh growth emerging from blackened trunks. They knew that shorter lived trees can store sugars for several years. Because redwoods can live for more than 2000 years, the researchers wondered whether the trees were drawing on much older energy reserves to grow the sprouts.

Average age is only part of the story. The mix of carbohydrates also contained some carbon that was much older. The way trees store their sugar is like refueling a car, Peltier says. Most of the gasoline was added recently, but the tank never runs completely dry and so a few molecules from the very first fill-up remain. Based on the age and mass of the trees and their normal rate of photosynthesis, Peltier calculated that the redwoods were calling on carbohydrates photosynthesized nearly 6 decades ago—several hundred kilograms’ worth—to help the sprouts grow. “They allow these trees to be really fire-resilient because they have this big pool of old reserves to draw on,” Peltier says.

It's not just the energy reserves that are old. The sprouts were emerging from buds that began forming centuries ago. Redwoods and other tree species create budlike tissue that remains under the bark. Scientists can trace the paths of these buds, like a worm burrowing outward. In samples taken from a large redwood that had fallen after the fire, Peltier and colleagues found that many of the buds, some of which had sprouted, extended back as much as 1000 years. “That was really surprising for me,” Peltier says. “As far as I know, these are the oldest ones that have been documented.”

... “The fact that the reserves used are so old indicates that they took a long time to build up,” says Susan Trumbore, a radiocarbon expert at the Max Planck Institute for Biogeochemistry. “Redwoods are majestic organisms. One cannot help rooting for those resprouts to keep them alive in decades to come.”

-via Science, December 1, 2023

[ms-demeanor]

any thoughts on the new post that staff went scorched earth on which is now making the rounds abt tumblr live? it basically screenshots all the tos and claims if you've ever opened the app (or in some rbs, unsnoozed live) tumblr has gotten your data. on the one hand i feel like this is fearmongering, but on the other its true that MOST sites have your data as is so its pretty standard. you seem pretty knowledgeable abt data gathering so i was wondering abt your take

This is going to be pretty unkind but watching tumblr users interact with staff and live is a great primer on how conspiracy theories happen.

Nobody on this fucking website knows how to read a ToS, nobody on this website knows how anything fucking works (sorry, this is not a dig at you but how would tumblr "get" your data from you clicking or unclicking live; the only data that tumblr has on you is the data that you have put on tumblr what data do people think that clicking the "new" button is scooping up that is anything beyond interactions or posts or IP addresses which are the things that tumblr already has information about like you do not introduce new information into the tumblr ecosystem by clicking a button you haven't installed anything you haven't changed permissions on your browser if everyone is so goddamned scared about live stealing their data i strongly recommend they stop using anything but public internet through an anonymizer and making sure location data is shut off on all of their devices and anyone who is flipping their shit about the type of data that live is collecting but who is using chrome on any device needs to chill the fuck out about live and flip the fuck out about google)

this is like that post about twitter's content policy that circulated the other day or that post about deviantart's content policy that circulated ten fucking years ago nobody knows how to read legal documents and nobody knows how to read technical documentation and this comes together into unholy matrimony on the no reading comprehension at all moral panic website

live never violated the GDPR it was just rolled out in the US first but the entire userbase decided that because it hadn't been rolled out simultaneously in the EU and the US that it was SO UNSPEAKABLY PRIVACY VIOLATEY THAT THE EU HAD BANNED IT FOR ITS CRIMES with, like, nothing whatsoever backing that up because, again, even at its most intrusive Live collects about as much data as Twitter or Yelp, both of which are *capable* of meeting GDPR standards with that level of data collection (even if musk sometimes makes decisions that violate GDPR).

Live is significantly less intrusive than any facebook product, than Amazon, and than any Google product. If you use youtube logged in, don't worry about live, the horse is out of the barn and tumblr is the least of your worries *regardless* of live. If you regularly use Google as a search engine please god learn how to evaluate and compare risks across platforms because Live is like a coughing baby compared to about a dozen things that most highly online people interact with every single day.

If you don't want to use live don't use live. Clicking the button doesn't magically transfer your secret FBI file to tumblr and even agreeing to the ToS doesn't share anything that tumblr doesn't already have if you don't continue to interact - if you don't interact with live after agreeing to the ToS it's not collecting any data except your non-interaction.

For everyone who is losing it over Live just turn off your goddamned location on your fucking cellphone and turn off your location on your goddamned computers and that's it, you're good, you're fine, relax. If your response to "turn off your location" is "but I need it for _____" then don't worry about Live, whatever "_____" is was already collecting and selling your data.

Do you use an activity tracker? Congrats, you have much, much bigger privacy issues to worry about than tumblr live.

Okay but also I yelled about that post and the very many ways in which it was incorrect in January.

And I happened to take an archive of the page at that time because I'm a paranoid motherfucker.

And if you want my guess as to why staff went "scorched earth" on that post it's probably because if you scroll down to the bottom of the page on the archive, OP calls on everyone looking at the post to send a kind fuck you to the CEO then tagged his tumblr.

If you look at the other posts that went scorched earth in relation to tumblr staff they were also posts that very pointedly directed a lot of ire at a single staff member.

I don't think that any individual tumblr staff members are above criticism and I don't think that staff as a whole is above criticism but part of learning to read a ToS is understanding that someone can be shitty and vague and use TERF talking points and skirt the line and be technically okay under the ToS while someone can have a legitimate gripe about another user being horrible and manage to violate the ToS by accidentally spinning up a harassment campaign or suicide baiting someone.

Shitty people like nazis and terfs thrive on being edge cases. They are very good at finding a boundary and standing juuuuuuuuust on this side of it and going "la la la I'm not violating the ToS, you can't stop me!" and that blows and it leads to a lot of people encountering a lot of shitty stuff on a lot of websites but personally I'm pretty glad that there's a lot of gray area because when you cut out gray area that's when you see things like It's Going Down getting banned as extremist content alongside white supremacists. Please continue to report nazis and terfs, and when possible go deep into their pages to report because a pattern of behavior is more likely to get recognized as hate speech than a single post that gets reported a hundred times. Please block as many people who it's harmful for you to interact with as possible because it's clear that staff is not going to do the kind of work protecting users that users would like staff to do.

However I just can't get angry on behalf of a blogger who got nuked for saying "Hey everyone who hates this feature that we all hate please go tell the CEO to fuck himself at this URL specifically" - that is an extremely clear violation of the ToS because it is absolutely targeted harassment.

So now tumblr-the-userbase is going off on its merry conspiracy way skipping through fields and lacking reading comprehension and saying "users are getting banned for reporting the crimes of tumblr live and its gdpr violations" and ignoring the fact that the post was nuked because the last line was saying "hey everyone, let's all individually tell the CEO to fuck off in messages sent directly to him that are certainly not going to include any threats, exaggerations, gore, etc. etc. etc."

If I were to make a post that had 50k notes and the last line was "and while you're at it, please send tumblr-user-ms-demeanor a personalized message telling them why they're a terrible person so they know what we think of them" it would absolutely be reasonable to say that was harassing that user. And that post did it with the CEO. Who is not above criticism (and I have my criticisms! I don't think he really gets tumblr and that's a problem!), but jesus fucking christ don't tag the goddamned CEO or any other staff member in a call to action asking users to send them messages saying "fuck off" this is literally the stupidest thing I've ever seen a tumblr conspiracy theory coalesce around.

Anyway thank you for giving me a place to vent i've been getting more and more pissed about this for three days. Everyone feel free to kindly tell tumblr user ms demeanor to fuck off.

[cuprohastes]

The humans said "We sent our very best to the stars."

Well we looked at what they sent: And thought, if that's their best, what are their worst like? They were scavengers and opportunists, fast talking con artists, barely restrained psychopaths with mayhem on their mind.

Honestly we were expecting the worst: That 'human' would be a curse word, that we'd have to root them out painfully and banish them back to their dirty heavy world.

But they cleaned up Antichor. They dredged the oceans, got the ecosystem back up, cleaned the mine lakes, remediated the sludge swamps, turned the hulks into gleaming ingots.

"We knew how. We had the experience." They said.

The humans started showing up in the weirdest places. Conflicts of all sorts... and they always had questions. "Why are you doing this? What if tehy did this. What if you did that?" And it was so odd - Within weeks of the Humans showing up, common ground would be found, or reasons to get along would appear.

"Well, we're used to it. We know how to deal with conflict." They said.

And the human liars, dressed in bedazzling clothes, singing and laughing... They spun lies! For entertainment! Of better worlds, and drama, of excitement, of adventure. Thay made such spectacles - Fire in the sky of a thousand colours - smoke and lasers, costumes and music, feats of synchronised movement the Civil Worlds had barely imagined could be performed by any being let lone these strange humans...

"We know how to have a good time!" They said.

When there was a nasty little war of expansion over on the Veran worlds, we thought we'd be barely in time to document the mass graves and the scraps of planetary genocide. Expansion wars are the worst of crimes but what can you do? The settlers who are squatting on the graves of the people who came before aren't usually the ones who ordered the invasion or carried it out. And there's always some justification that can be argued over for centuries: none of which brings the dead back.

We were horrified to find the Human fleet there. Finally proof that the Humans were the worst sort of mercenary.

But the ships had aid: Shelters and food. Medical personnel. And those that did fight did so under strange rules that allowed for surrenders and retreats in good faith.

The Verans talked of the Arnath Invasion fleet: Unstoppable, claiming thier worlds before they even landed, their leaders ranting and cursing those who lived there - But then the Humans arriving like heroes of legend, in flame clad dropships, spending their lives hard, making the Arnath throw incredible effort to get nowhere... Of the mighty Rangers, each one a hero. The Bulwark infantry who wouldn't yield a single step until the civilians had been evacuated. The Medical teams as caring as any, who'd stand and fight as hard as a soldier to protect their patients.

And even before we arrived, the Arnath were losing - Humans arriving on their world and asking "Why?". Arguing with the Archons with the skill of philosophers, litigating on behalf of the Verans with cunning arguments. The clowns and entertainers with unexpected savagery, showing the population their own "heroic" soldiers burning crops and firing on children, turning the population against thier bloody handed leaders.

The soldiers returning, not hailed as heroes, their crimes documented.

"We know these crimes. We won't stand for them." The humans said.

And we started to wonder... what else did they know?

What we know now is... you can always ask the Humans, because they always send their best.