Watch 3 videos about iOS/Swift on YouTube, and now I'm getting a frontpage full of recordings of app development events and iPhone reviews.

Listen to one kpop track on Spotify out of curiosity, and now the recommendation playlist is polluted with music I really don't like.

If we are going to hand our balls to AI and expect it to be a glorious fondling fest, don't cry if it suddenly realizes "nuts? aren't those supposed to be cracked?".

I mean what's fucking next? Where will this "smart" shit end up?

I accidentally click on a my little pony meme, and amazon will drone-strike me with 500 gallons of glitter? I drunkenly mumble "OK google how do kangaroos fuck" in the back of a self-driving Uber, I'm going to be dropped off in a shady alley and raped by a dozen walibis?

STOP FUCKING TRYING TO UNDERSTAND ME, INTERNET. I JUST WANT TO FUCKING USE YOU, NOT BE USED BY YOU, THIS WASN'T THE DEAL.

If you truly understood me, internet, I would probably not even give a fuck about privacy. But you are all building these profiles wrong.

You don't understand that I might be interested in juggling tricks today, tomorrow it might be all about crocheting a wool sweater for my penis, and the day after that I'm curious how many corpses it would take to fill up an olympic swimming pool.

NO I'M NOT ACTUALLY INTERESTED IN THAT QUORA, STOP SENDING ME RECOMMENDATION EMAILS ON HIDING MURDER VICTIMS, MY BOSS WILL THINK I'M WEIRD.

Yeah of course I could pulls some plugs, anonymize the shit out of my online life. I respect those who manage to just say "Fuck you Google, I'm sick of your shit, I'm going cold turkey".

But these platforms are feeding us heroin-laced candy.

All your coworkers friends and family with their oled-lit zombiefaces, staring at tiny screens, all absent-mindedly grasping your ankles whispering "aww take one more hit with us, check out this funny youtube clip, let me send it to you on whatsapp.... what you don't have whatsapp? You deleted your facebook? don't you love grandma anymore? Why do you hate your family?"

Before you know it, you watched ten episodes about cultivating cactuses, have a year subscription to brilliant, skillshare, squarespace and 3 different organic foodboxes are delivered to your door, Netflix is spamming you about a cupcake baking show, and you're thinking about same-day delivery for a baseball bat so you can just beat the crap out of every pretty glass display you see.

I want to break up with you, Internet.

I love you, but I hate you.

Since you passed 2.0, you have grown into a manipulative bitch.

I just don't know if I'm strong enough. It's all "let's just be friends" with you, but I know you'll be trying to reel me back in.

Before I know it, you're feeding me cookies once again, and I'll end up balls deep with your trackers stuck to my dick.

Fuck you IE

My neighbor brought me her smartphone because it was too slow. Not only it was an old model with low RAM, but it also wouldn't allow her to install more apps due to that shitty thing of having to install them in the phone storage.

Now you will be asking, what is abnormal about this that I'm writing it here? IT WAS FULL OF BIBLE APPS, JUST WHATSAPP, FACEBOOK AND BIBLES.

1. Slack. Pretty good chat app for dev companies, I use it to prevent people standing next to my desk 40 times a day.

2. Unit testing tools, especially when fully automated using a git master branch hook, something like codeship/jenkins, and a deployment service.

3. Jetbrains IDEs. I love Vim, but Jetbrains makes theming, autocompleting & code style checks with mixed templating languages a breeze.

4. Urxvt terminal. It's a bit of work at the start, but so extremely fast and customizable.

5. Cinnamon or i3. Not really dev tools, but both make it easy to organize many windows.

6. A smart production bug logger. I tend to use Bugsnag, Rollbar or Sentry.

7. A good coffee machine. Preferably some high pressure espresso maker which costs more than the CEO's car, using organic fairtrade hipster beans with a picture of a laughing south american farmer. And don't you dare fuck it up with sugar.

8. Some high quality bars of chocolate. Not to consume yourself, but to offer to coworkers while they wait for you to fix a broken deploy. The importance of office politics is not to be underestimated.

devrant is the only community that I feel comfortable in.

I've been browsing since 2000 and been in many communities online so far, so that's saying a lot.

I've seen supportive comments towards me and others here, and that really makes me feel less hopeless.

I think the internet in general makes you feel like you're a number. Click the like and the sub button, just be one more in a million.

But here, you matter.
If you try to post something and you are sincere, but humble people will ++ and say nice comments.

If you get upvoted, you can WHO did it and what their online persona looks like.
It feels very organic and personal, which is saying a lot for a place like the internet.

In the standard online experience, people online take advantage of the anonymity to say shit they wouldn't online:
anything, from troll shit to presumptuous comments.

I don't understand how some people can connect being anonymous with denying themselves as moral beings.

Do these people walk around in real life fighting with every person that has an opposite point of view?

There's actual people out there that will read this post and think "what a fucking boy scout".
Sorry for having emotions.

how many fucked up people are there, so that devrant feels like a goddamn mirage?

Had a longer talk with a friend today.

Acquaintances of theirs were at a restaurant (!) a few days ago, complaining about how much they paid for breakfast buffet. Their rant went on how the restaurant didn't even include coffee in the breakfast buffet.

I know this restaurant. I really like it there. They roast their own coffee in the back. They have a transparent bakery with spelt flour, from certified organic farming. They support the regional farmers, even the meat for the cold cuts etc comes from a local butcher, livestock is from regional free range farming.

If you wanna know what's wrong with customers, that's the prime example.

Not only didn't they bother at all to look at the menu... They ignored at all what they paid for. Just stuffed themselves without any thought at all.

Then they wondered why the price was so high.

Of course, high price = bad, so they rant everywhere what a bad restaurant they visited.

It just made me so fucking angry, cause that's the same shit I have to deal every day with. Not giving a damn, not reading any information at all - but spouting nonsense and foul mouthing everything is okay.

Fuck those kinds of humans.

College: This is the debugging mode This is a breakpoint. Here you can see the variable values.

Work: print "asfadadadda" and variables and delete lines until it throws a different exception

I really, but really hate popup windows on web. I just came to your website and you want my email? By hiding all the content with large popup? NO WAY. And it is not less annoying when in the middle of an article the popup jumps out at me.

Good news, google is finally going to put websites with popups below others on organic search. I hope people will finally stop placing popups on their website.

Sorry for long post.

That moment when your online competition reaches an almost godlike plane of existence as SEO strategists by placing the literal google analytics code in the literal head of the website. Organic traffic through the roof.

dev, ~boring

This is either a shower thought or a sober weed thought, not really sure which, but I've given some serious consideration to "team composition" and "working condition" as a facet of employment, particularly in regard to how they translate into hiring decisions and team composition.

I've put together a number of teams over the years, and in almost every case I've had to abide by an assemblage of pre-defined contexts that dictated the terms of the team working arrangement:

1. a team structure dictated to me
2. a working temporality scheme dictated to me
3. a geographic region in which I was allowed to hire
4. a headcount, position tuple I was required to abide by

I've come to regard these structures as weaknesses. It's a bit like the project management triangle in which you choose 1-2 from a list of inadequate options. Sometimes this is grounded in business reality, but more often than not it's because the people surrounding the decisions thrive on risk mitigation frameworks that become trickle down failure as they impose themselves on all aspects of the business regardless of compatibility.

At the moment, I'm in another startup that I have significantly more control over and again have found my partners discussing the imposition of structure and framework around how, where, why, who and what work people do before contact with any action. My mind is screaming at me to pull the cord, as much as I hate the expression. This stems from a single thought:

"Hierarchy and structure should arise from an understanding of a problem domain"

As engineers we develop processes based on logic; it's our job, it's what we do. Logic operates on data derived from from experiments, so in the absence of the real we perform thought experiments that attempt to reveal some fundamental fact we can use to make a determination.

In this instance we can ask ourselves the question, "what works?" The question can have a number contexts: people, effort required, time, pay, need, skills, regulation, schedule. These things in isolation all have a relative importance ( a weight ), and they can relatively expose limits of mutual exclusivity (pay > budget, skills < need, schedule < (people * time/effort)). The pre-imposed frameworks in that light are just generic attempts to abstract away those concerns based on pre-existing knowledge. There's a chance they're fine, and just generally misunderstood or misapplied; there's also a chance they're insufficient in the face of change.

Fictional entities like the "A Team," comprise a group of humans whose skills are mutually compatible, and achieve synergy by random chance. Since real life doesn't work on movie/comic book logic, it's easy to dismiss the seed of possibility there, that an organic structure can naturally evolve to function beyond its basic parts due to a natural compatibility that wasn't necessarily statistically quantifiable (par-entropic).

I'm definitely not proposing that, nor do I subscribe to the 10x ninja founders are ideal theory. Moreso, this line of reasoning leads me to the thought that team composition can be grown organically based on an acceptance of a few observed truths about shipping products:

1. demand is constant
2. skills can either be bought or developed
3. the requirement for skills grows linearly
4. hierarchy limits the potential for flexibility
5. a team's technically proficiency over time should lead to a non-linear relationship relationship between headcount and growth

Given that, I can devise a heuristic, organic framework for growing a team:

- Don't impose reporting structure before it has value (you don't have to flatten a hierarchy that doesn't exist)
- crush silos before they arise
- Identify needed skills based on objectives
- base salary projections on need, not available capital
- Hire to fill skills gap, be open to training since you have to pay for it either way
- Timelines should always account for skills gap and training efforts
- Assume churn will happen based on team dynamics
- Where someone is doesn't matter so long as it's legal. Time zones are only a problem if you make them one.
- Understand that the needs of a team are relative to a given project, so cookie cutter team composition and project management won't work in software
- Accept that failure is always a risk
- operate with the assumption that teams that are skilled, empowered and motivated are more likely to succeed.
- Culture fit is a per team thing, if the team hates each other they won't work well no matter how much time and money you throw at it

Last thing isn't derived from the train of thought, just things I feel are true:

- Training and headcount is an investment that grows linearly over time, but can have exponential value. Retain people, not services.
- "you build it, you run it" will result in happier customers, faster pivoting. Don't adopt an application maintenance strategy

/rant

I really wish people would stop trying to make every day things sounds so fucking special, every apple influencer will call the iPhone X screen an 'organic LED display'... Is just a fucking OLED display, saying organic doesn't make it different...

It's super old technology now, nothing fancy about it -,-

Found some unknown new structure behind my screen. Seems to be of organic nature. Don´t know it intended or even allowed to be there. Haven´t seen it here before. Tried talking to it but got now answer so far. Could be a new colleague. I will continue to observe...

How did you come to know about devRant?

I was shopping stickers online, and the owner of that site referred me to devRant (personaly, we were having a chat via that contact us chatbox).

Share your stories, because I don't see any ads of devRant, so everything must be organic here...

I refuse to believe that this beautiful fix isn't working

4 a.m. I got a nocturnal leg cramp so bad that I had to reinstall this app. Fuck forced homeoffice.

So out of curiosity, does anyone here with a computer science degree actually use any of the non-programming classes you had to take for your degree?

All those damn hours studying calculus and discrete math (ugh, I hated induction).. Not to mention biology, organic chem, history... Ugh

Remote work as a sure thing. WFH 4EVER.

Currently I'm still not confident that most companies will keep or adhere to a remote-first culture because those are full of managers who can't see past their own insecurities.
We will probably see a wave of company failures and bankruptcies (sorry, I should have said "industry consolidation") in a few years while those few that managed to automate away their future-averse middle bosses take over the world.
The day you can't tell if your boss, that you only see in a Zoom window, is organic or a fully virtual #SFW #Professional interactive LinkedIn ad? That is the day I longe for.

-Rant-
How do you (not) secure your Rest based web service?
1. Chain it to shady organic authentication system built by a hoard of monkeys high on Tequila.
2. have secret keys that get copy pasted into config flat files, and index them on your code search engine.
3. make the onboarding extremely platform specific that you need 500 environment variables, 50 scripts, 5 fancy device presses and a tap dance to make a GET call to the service.
4. fish through 500 rotating log files that the authentication system generates for each API call made.
5. Leave traces all over the host so if you have to start over, you should sudo rm -rf / and set fire to your computer.

So I want to know, can I shill at least one of my "working" sites here? I want to do measure some organic/natural traffic on this so original site(/sarcasm)

Also Im want to know if there are people here interested to help me out with my other site if they could ... specially since my finances will perhaps force me soon to take a local (retail) job to afford "normal" living

Does anyone else feel like he is choking the device when holding a button to force reset/shutdown?
Or is it just me angry with my Asus notebook with Windows 10 that would keep the LED on after "shutdown"?

Am I the only one who feels useless and like a piece of shit when not doing something? I started a new project after over a week of doing absolutely nothing and now I feel happier than while I was being an organic paperweight.

Do you have a routine? I work from home everyday since quarantine and I don't think we are going back to the office.

I would like to be more productive, not in the sense of forcing myself to do more job and add more stress, no one is complaining about the time it takes me to finish tasks.

I'm looking for a way to scatter my working hours so I have chunks of focus and chunks of breaks in which I go out for a walk or something instead of a big chunk of focus mixed with distraction. I'm behaving as if it were a "9-5 job" when it is actually "8 hours per day" with flexible schedule.

imaging getting organic traffic.
but
Hugeeeee but.

you pay for the ads which redirects to the search keyword that ranks your site to the top.

Saturday evening open debate thread to discuss AI.

What would you say the qualitative difference is between

1. An ML model of a full simulation of a human mind taken as a snapshot in time (supposing we could sufficiently simulate a human brain)

2. A human mind where each component (neurons, glial cells, dendrites, etc) are replaced with artificial components that exactly functionally match their organic components.

Number 1 was never strictly human.
Number 2 eventually stops being human physically.

Is number 1 a copy? Suppose the creation of number 1 required the destruction of the original (perhaps to slice up and scan in the data for simulation)? Is this functionally equivalent to number 2?

Maybe number 2 dies so slowly, with the replacement of each individual cell, that the sub networks designed to notice such a change, or feel anxiety over death, simply arent activated.

In the same fashion is a container designed to hold a specific object, the same container, if bit by bit, the container is replaced (the brain), while the contents (the mind) remain essentially unchanged?

This topic came up while debating Google's attempt to covertly advertise its new AI. Oops I mean, the engineering who 'discovered Google's ai may be sentient. Hype!'

Its sentience, however limited by its knowledge of the world through training data, may sit somewhere at the intersection of its latent space (its model data) and any particular instantiation of the model. Meaning, hypothetically, if theres even a bit of truth to this, the model "dies" after every prompt, retaining no state inbetween.

"You shouldn't mark things as done if they aren't. It's only done when I can see it on the server and demo it."

Well, I just demoed it to you, you prick. The fact that it's not running on a server is because that AWS endpoint we have there is no where near being able to be called "staging" even, mainly because the other dev on the team hasn't committed their work in 8 days, let alone push it to said server. Data models have changed, APIs have changed, hell, the god forsaken Sahara desert is now green and blooming as far as I'm concerned.

So instead of trying to look smart to your boss, why don't you ask first you obnoxious waste of organic matter. Stop breathing our oxygen for once. There are more useful things to do with it.

Not really random, still Dev related but still!

I'm working on a few large games at the moment, I have a habit of trying to build massive world's that feel lived in and organic, obviously I never finish them because I obsessed over the tiniest things.

So to try and help I thought of an idea, a detective game where you investigate 1 single murder and have one house you can look through, but you have to piece together what happened organically from a clue and false path filled household.

Just want some other opinions on it and whether it sounds alright, or if you have something to add to it? ¯\_(ツ)_/¯

Asian fried red onions that are dry and crispy potato chip-like snack, organic Italian tomato juice, sardines

I am the olive garden now

In spent more than an hour trying to figure out why a form didn't work.

I pressed the submit button and nothing happened, no error in the console and nothing in the Network tab in Chrome's devtools. And the action was being executed!

Then I found out there was a catch somewhere. I removed and it said that the url was wrong. But again, I debugged it and nothing seemed wrong. I even hardcoded the values.

At the end, it turned out that the initial "/" was missing in the request url...

I’m having this issue for the online marketplace I’m working on the side. It’s blockchain tech where you can purchase normal goods and services(no, not like Amazon or Fiverr, eww, this one’s more inclined with promoting organic growth for small businesses and freelancers).

I’m stuck with what solution is in the best interest of the user and the business for the long-term.

The dilemma about anonymity, online freedom and privacy is yes, it protects users from predators and attackers, but then, it’s harder for authorities to hunt down people who uses platforms for malicious intent, and also, digital footprint is helpful during litigation as evidence.

You don’t know who to trust.

-There is nothing to differentiate normal users with spammers, scammers, etc.
-There is no accountability for if they break the rules. They can easily delete and create a new account.

Platforms, communities big or small are plagued with these.
There are a lot of people out there who would rather project their insecurities on other people than to seek therapy.

Also, how platforms uses psychology tricks to make platforms addicting, it’s safe to assume that it’s bound to get toxic. Fixation on these platforms, leads to other needs being neglected or people forget to stay present.

Another thing, automated moderation is not that effective as there are still biases in data and human verification is still required. But then, human moderators get exposed to extreme violence, gore, etc that leads to poor mental health. (see Facebook got sued by moderators)

Also, I’ve had a recent experience where some unstable dev was stalking and harassing me. During that turmoil, I’ve found the many loopholes in every platform out there and how crappy their support is. Like they’ll just say, “make your account more secure”, bitch it’s your platform not providing enough security, your blocking feature means nothing coz anyone can still create accounts and message anyone.
It happened like February-August (it ended coz I quit going online and made private all my accounts). UGH I MISS ALL MY FRIENDS THO. FUCK THAT DUDE. He deserves to be in jail TBH

Lol if this product booms, now u know the back story lololol

The Joe Rogan Experience. Sometimes I just need to hear someone else thinking out loud so I don't have to do it for myself. Plus, who else is going to remind me that:

“If you ever start taking things too seriously, just remember that we are talking monkeys on an organic spaceship flying through the universe.”
- Joe Rogan

Debugging is fine, totally part of the job!

Constantly fixing sh1t and new reports of another pile of sh1t coming every day like somebody is throwing them with shovels at us just to open the codebase that is written by the folks who aren't here anymore with some list of obscure libraries that is last maintained about 5 y ago is not ok.

It is not buggy codebase it is actually coddy bugbase!

I tried to be vocal several times to change technology to more suitable one, to make some improvements and to remove code smells(there is a ton of it, smells like organic garbage dumpster with rotten eggs) but "everything works" and there is no real "value for the customers" in that(fixing, refactoring etc.)!!!

Yea it works with sh1t ton of bugs reported every week. Nobody gives a shit, just contempt with their mediocre lives solving bug at the time while i feel like I'm wasting my time and talent on wrong people and fixing other's shit.

That is what happens when prototype becomes product and ships to production because numbers, money and sh1t!

this is why we who care about our career can't have nice things! I am not god damn pest control, I am f*ckin developer.

You give a man a fish and he can feed himself for the day. You teach a man to use Blind, and he will buy organic fish from whole foods for a lifetime.

- Joma

Chinese remainder theorem

So the idea is that a partial or zero knowledge proof is used for not just encryption but also for a sort of distributed ledger or proof-of-membership, in addition to being used to add new members where additional layers of distributive proofs are at it, so that rollbacks can be performed on a network to remove members or revoke content.

Data is NOT automatically distributed throughout a network, rather sharing is the equivalent of replicating and syncing data to your instance.
Therefore if you don't like something on a network or think it's a liability (hate speech for the left, violent content for the right for example), the degree to which it is not shared is the degree to which it is censored.

By automatically not showing images posted by people you're subscribed to or following, infiltrators or state level actors who post things like calls to terrorism or csam to open platforms in order to justify shutting down platforms they don't control, are cut off at the knees. Their may also be a case for tools built on AI that automatically determine if something like a thumbnail should be censored or give the user an NSFW warning before clicking a link that may appear innocuous but is actually malicious.

Server nodes may be virtual in that they are merely a graph of people connected in a group by each person in the group having a piece of a shared key.
Because Chinese remainder theorem only requires a subset of all the info in the original key it also Acts as a voting mechanism to decide whether a piece of content is allowed to be synced to an entire group or remain permanently.

Data that hasn't been verified yet may go into a case for a given cluster of users who are mutually subscribed or following in a small world graph, but at the same time it doesn't get shared out of that subgraph in may expire if enough users don't hit a like button or a retain button or a share or "verify" button.

The algorithm here then is no algorithm at all but merely the natural association process between people and their likes and dislikes directly affecting the outcome of what they see via that process of association to begin with.

We can even go so far as to dog food content that's already been synced to a graph into evolutions of the existing key such that the retention of new generations of key, dependent on the previous key, also act as a store of the data that's been synced to the members of the node.

Therefore remember that continually post content that doesn't get verified slowly falls out of the node such that eventually their content becomes merely temporary in the cases or index of the node members, driving index and node subgraph membership in an organic and natural process based purely on affiliation and identification.

Here I've sort of butchered the idea of the Chinese remainder theorem in shoehorned it into the idea of zero knowledge proofs but you can see where I'm going with this if you squint at the idea mentally and look at it at just the right angle.

The big idea was to remove the influence of centralized algorithms to begin with, and implement mechanisms such that third-party organizations that exist to discredit or shut down small platforms are hindered by the design of the platform itself.

I think if you look over the ideas here you'll see that's what the general design thrust achieves or could achieve if implemented into a platform.

The addition of indexes in a node or "server" or "room" (being a set of users mutually subscribed to a particular tag or topic or each other), where the index is an index of text audio videos and other media including user posts that are available on the given node, in the index being titled but blind links (no pictures/media, or media verified as safe through an automatic tool) would also be useful.

I'm not sure. I'll probably do one of these:

- YouTuber, most probably travel / adventure videos
- Pilot
- Hurricane / Tornado hunter
- organic farming

What do you answer when you are asked how long it will take you to find the cause of a bug that no one has idea why is happening?

meeting was about how we as developers should abide by the rules that compliance set forth. we argued that we cannot do our jobs if they block access and configuration on our development systems. they dont realize that our dev boxes are configured organic in nature to allow for those stupid deadlines.

This is not dev related but oh man after 2.5 years i heard back from them that they apologize and so i apologize them back for being rude. So here goes the story:

It was my first time visiting my father in law's aunt by myself for some specific reason that i forgot (perhaps maybe about fixing her son's motorcycle, but im not sure). Short story, when the job's done i was invited to dinner and they came out about all of their food is organic, i asked why. And they answer they didn't like chemical processed food, then i instantly said somethings like : "well do you put Natrium(Sodium in english) Hydrogen Carbonate in my cake?" And they looked a bit irritated and said "of course not, i wouldn't.why would i poisoned you" And i replied "hahaha i was messing with yall, but yeah i think you put NaHCO3 hahaha" And i instantly got kicked out. And i haven't heard them back until now. And they figured it out it was Baking Powder. It's not directly to me tho, they sent their apologize thru my mom. But still. I haven't laugh a lot for a while 🤣

FUCK YOU MARKETING
Sys Admin : *turns on cpanel captcha on every fucking page*
Marketing: what the fuck we are not getting any organic leads?
Me (Developer): ¯\_(ತل͜ತ)_/¯

I wonder one day whether we will br able to take snapshots of the internet given the amount of bandwith vs the storage at out disposal... reason from my side will be to see the difference correlated over time especially with regards to the "legal crap". Also having the ability to see other people's "copy" overlayed with yours to see the actual organic nature of information.

Google Business continues to piss me off. Just because I don't have a physical storefront at which to receive clients for web development doesn't mean I'm not working in a legitimate business. The fact that there's STILL no option to hide my home address from searches for web developers nearby is just inexcusable. And it's not just me. There are TONS of at-home freelance workers who RELY on organic searches to stay afloat. But Google only cares about people who make decisions about how to run their businesses in the way Google finds beneficial.

#Suphle Rant 8: Strange star discovered

I was searching for a project I'd starred earlier, on my github feed, when I realised a user had starred suphle at some point but for some reason, it wasn't reflecting on the stargazers. I was half overjoyed and half confused. Overjoyed over unlocking the milestone.

User seemed legit –an Italian with projects in C that were not forked. Followers and commit graph are organic. Did he star in error, feel the project is a stinker, or encounter installation challenges? Luckily, I found his email address but all his repositories are in Italian so I wasn't too sure he'd understand English, or if the mail was being attended to. Yet, I took my chances

He surprisingly got back to me, affirming that the star-unstar was actually deliberate. He withdrew the star cuz project's documentation is not hosted online and still requires npm start.

I try to persuade him by reminding him it's just a one liner but that markdown files are equally rendered directly on github. Never heard from him again, sadly

I'm kind of bothered cos I find it funny I thought suphle's APIs are all cast in stone, but the more I work on the docs, the closer I am to spotting something that doesn't sit right with me, and diving in to modify it. This not only prolongs ETA, there's the risk of someone who may have stumbled upon it and is studying it, having the rug pulled from under their feet. Things like validator rules and route-collection service-coordinators have been converted from methods and classes to native decorators. I guess I'm safe since nobody has indicated any signal to the contrary. It'll be pedantic to start tagging versions for each change.

Another consideration is that these breaking changes would go to the first segment of the semver scheme, which is hilarious because the rate at which I push such changes is so alarming, we'd probably progress through 15 versions under a year

Question for someone who uses Mongo Atlas Search:

If I'm only interested in autocomplete from the start of the text, which is more performant?

1) standard analyzer + edgeGram tokenizer

2) keyword analyzer + edgeGram tokenizer

I don't see why I should index separate words if I don't care about random positions :/

Thank you

I have a headache and I have to write a fix in production in less than 2 hours. What can I do? does chocolate help? I will get chocolate

Does anyone else have APT (anterior pelvic tilt)? What chair do you use?

Nobody ever tells me i’m not good enough. They always say: Maybe you should talk to X, or maybe you should ask Y. Well both of X and Y are either too busy, not in the office at all and ofcourse just as incompetent as myself, so they give a short excuse instead of being helping in a pro active way.

Also 3D transform has it’s limitations and can’t actually twist a 2D form in a “organic way”. Now i’ll focus on things that do matter like the header thats decided to change colour on a smaller screen.

So tomorrow I'm gonna tackle my last exam for my MSc presenting the "group project" aka I did it myself (tfw ur mates can't even matlab at least) thingie and sustain the most brutal oral examination in the whole 5 years on organic industrial chemistry.

Wish me luck.

I read the whole documentation of Mongo Atlas Search and I still don't know if there is operator "greater than" for strings. I'm trying to implement my own "search_after" in the query because sort+skip is not a good idea and every time I google for a feature I end up in a forum where a PM says "Coming soon, we will prioritize this" and I know that things don't work like that

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Breezers Pressure Washing: Professional Roof Cleaning Services in Gulf Breeze, FL

Your roof is more than just a protective barrier against the elements—it’s a key feature of your home’s curb appeal and long-term value. Over time, however, roofs can accumulate dirt, algae, moss, and other organic growths, which can compromise the appearance and integrity of your roofing materials. That’s where roof cleaning services come into play.

At Breezers Pressure Washing, we specialize in providing safe and effective roof cleaning services in Gulf Breeze, FL, and surrounding areas. Our experienced team is dedicated to ensuring that your roof remains in top condition, protecting your home and boosting its curb appeal.

Why Roof Cleaning is Essential
A well-maintained roof not only enhances the beauty of your home but also protects it from damage and helps preserve its value. Here are some reasons why roof cleaning is crucial:

1. Improves Curb Appeal
A clean roof significantly enhances the appearance of your home. Over time, roofs can develop stains, algae, mold, and moss growth, which can make your home look older and neglected. Roof cleaning removes these unsightly marks, restoring the beauty of your roof and giving your home a fresh, well-maintained look.

2. Prevents Structural Damage
Algae, moss, and mold can slowly erode the roofing materials, causing them to deteriorate over time. Moss, in particular, can lift shingles, allowing water to seep beneath them and potentially causing leaks and water damage. Roof cleaning removes these harmful growths before they can cause long-term damage, ensuring your roof stays intact and functional.

3. Extends the Lifespan of Your Roof
By regularly cleaning your roof, you help preserve the integrity of the roofing materials. Removing contaminants like moss, algae, and debris reduces the risk of rot and decay, extending the lifespan of your roof and preventing the need for premature repairs or replacements.

4. Increases Energy Efficiency
Dirty roofs can absorb more heat, making your home hotter in the summer and increasing your air conditioning costs. A clean roof, on the other hand, reflects sunlight, keeping your home cooler and potentially lowering your energy bills. By cleaning your roof, you help improve your home’s overall energy efficiency.

5. Prevents Health Hazards
Mold, algae, and other organic growths on your roof can spread spores that may enter your home and cause respiratory issues, particularly for those with allergies or asthma. Regular roof cleaning reduces the risk of these health hazards by removing the source of contamination.

Why Choose Breezers Pressure Washing for Roof Cleaning?
When it comes to roof cleaning in Gulf Breeze, FL, Breezers Pressure Washing is the trusted choice for homeowners. Here’s why:

1. Soft Washing for Safe Cleaning
At Breezers Pressure Washing, we use soft washing techniques for roof cleaning. Soft washing is a low-pressure cleaning method that uses specialized cleaning solutions to break down algae, moss, mold, and dirt. Unlike traditional high-pressure washing, soft washing is gentle on your roofing materials and effectively cleans without causing any damage to shingles or tiles.

2. Experienced Professionals
Our team is composed of experienced professionals who are fully trained in roof cleaning. We understand the unique needs of different types of roofs, including asphalt shingles, tile, metal, and more. We tailor our approach to ensure safe and effective cleaning for every type of roofing material.

3. Eco-Friendly Cleaning Solutions
We are committed to protecting the environment, which is why we use eco-friendly cleaning solutions that are safe for your home, landscaping, and the local ecosystem. Our cleaning products are powerful yet gentle, ensuring your roof gets a thorough cleaning without harming the environment.

4. Comprehensive Roof Cleaning
At Breezers Pressure Washing, we offer a full range of roof cleaning services, including:

Moss and Algae Removal: We use soft washing to remove moss, algae, and lichen that can damage your roof and affect its appearance.
Stain Removal: We target and remove stubborn stains, such as those caused by dirt, tree sap, or bird droppings, restoring the clean look of your roof.
Debris Removal: We remove debris like leaves, twigs, and branches that can trap moisture and contribute to the growth of moss or algae.
5. Affordable, Transparent Pricing
We offer competitive pricing for all our roof cleaning services. At Breezers Pressure Washing, we believe in providing honest, upfront pricing with no hidden fees. Before we begin any work, we’ll provide a free estimate so you know exactly what to expect.

HIRE A BITCOIN RECOVERY EXPERT; BEST CRYPTO RECOVERY SERVICES HIRE CYEBER CONSTABLE INTELLIGENCE

Picture a design studio covered in organic cotton sample books, mood boards plastered with "Save the Planet" Post-it notes, and me, a cynical idealist in hemp onesies wailing into a roll of recycled polyester. My life's savings, $590,000 in Bitcoin to launch an eco-friendly apparel company ("Thread Light: Wear Your Conscience"), had been taken by a "green grant" scam as slick as a polyester jumpsuit. The con man's website? An eco-theater piece of art: solar-powered server badges, environmentally friendly marketing, and a PDF application that probably cost a rainforest in bytes. I clicked on "submit," and faster than you can say "fast fashion," my crypto was gone. In the midst of rants about compostable glitter, a user named Crypto Eco posted: Cyber Constable Intelligence. They'll upcycle your crypto from the trash fire. "I messaged them, half-expecting a bot peddling NFT tree-planting scams. Instead, a human named Lila replied:* "We've seen this grift before. They're laundering through fake eco-charities. Send us the transaction hash. Cyber Constable Intelligence's team ripped the fraud apart like seam rippers through a fake Gucci. The fraudsters had piped my money through a daisy chain of "green" mixers and shell charities, one of which was even "Save the Blockchain Whales" (their whitepaper cited "'marine biology experts'" who were actually AI-generated). Cyber's researchers tracked the Bitcoin to a Seychelles-based "eco-exchange" that washed cryptocurrency for scammers and sold carbon credits for imaginary forests. Cyber Constable Intelligence did more than recover my crypto; they recovered my faith in moral innovation. That $590,000 goes toward funding a factory powered by refurbished sewing machines and an employee-owned cooperative in Florida USA. My first drop drops next month: "Rewoven," which has QR code tags that track each piece's green story. (And yes, those tags are literally compostable.) If your cryptocurrency ever gets greenwashed into oblivion, skip the existential guilt cycle. Call the Cybers. They'll sort out the scam and stitch your future back together. Just filter your grants harder than your bamboo fiber suppliers.
Reach out to their Info below
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Website: www cyberconstableintelligence com
Telegram: @cyberconstable

Discover the Best Organic Honey at Dino Kelulut Organic Trigona Honey

At Dino Kelulut Organic Trigona Honey, we specialize in providing the finest quality organic honey, sourced from the stingless Trigona bees that produce Kelulut honey. Based in Petaling Jaya, Selangor, Malaysia, we are proud to be a leading provider of organic honey wholesale, catering to both local and international customers. Whether you're looking to buy organic honey for personal use or interested in purchasing in bulk, we offer a variety of options that ensure you're getting the purest, most nutritious honey available.

Why Choose Organic Honey?
Organic honey is produced without the use of harmful chemicals, pesticides, or artificial additives, making it a healthier and more natural alternative to conventional honey. The benefits of organic honey go beyond just being a natural sweetener—it is rich in antioxidants, vitamins, and minerals that support overall health.

At Dino Kelulut, our Kelulut honey is raw and unfiltered, meaning it retains all of its natural enzymes, nutrients, and health-promoting properties. Trigona honey, especially our organic honey, has a unique taste and texture, making it a prized product in the world of natural sweeteners.

The Benefits of Kelulut Honey
Kelulut honey is a special variety of honey produced by stingless bees, and it has several advantages over traditional honey. This honey is prized for its rich, tangy flavor and smooth consistency. Some key benefits of Kelulut honey include:

Rich in Antioxidants: Our Kelulut honey is packed with natural antioxidants, which help protect the body from oxidative stress and support the immune system.

Supports Digestive Health: The enzymes in Kelulut honey aid in digestion, making it a great choice for those seeking to improve gut health.

Natural Antibacterial Properties: The antimicrobial effects of Kelulut honey make it an excellent choice for soothing sore throats and promoting wound healing.

Boosts Energy: As a natural sweetener, Kelulut honey provides a quick energy boost without the harmful effects of refined sugars.

Whether you're using it in your daily tea, smoothies, or as a natural remedy, Kelulut honey offers a unique way to improve your health naturally.

Organic Honey Wholesale: A Trusted Source for Bulk Orders
At Dino Kelulut, we are a trusted organic honey wholesale supplier. Whether you are a retailer, distributor, or simply a large-scale consumer looking to buy in bulk, we can provide you with high-quality organic honey that meets your needs. We offer competitive pricing for wholesale orders, ensuring that you receive the best value without compromising on quality.

Our honey is harvested with care, ensuring that it maintains its natural purity, flavor, and health benefits. With our organic honey wholesale option, you can stock up on Kelulut honey and share its benefits with others, whether through your store or as a part of your product line.

Buy Organic Honey: Taste the Natural Sweetness
Looking to buy organic honey for personal use or as a healthy alternative to refined sugars? Dino Kelulut Organic Trigona Honey offers a range of honey products that cater to different tastes and preferences. Whether you are new to Kelulut honey or a long-time fan, our products offer the ideal choice for anyone who values purity, flavor, and health.

Our Kelulut honey is perfect for those who want to enjoy a natural sweetener that not only satisfies their cravings but also supports their overall health. Unlike processed sugars or syrups, Kelulut honey is packed with nutrients and antioxidants that can help maintain a balanced diet and boost your immune system.

Understanding Kelulut Honey Price
When it comes to the Kelulut honey price, you can be assured that you're paying for the highest quality. Kelulut honey is often priced higher than traditional honey due to its unique production process, limited availability, and the specialized care required to harvest it from stingless bees. However, the benefits far outweigh the price.

At Dino Kelulut, we are committed to offering Kelulut honey at a competitive price while maintaining its high standards of quality. Whether you’re purchasing a small jar for personal use or a bulk order for resale, you’ll find that our prices reflect the value and purity of the product.

Auto build is not working. I have to stop and build and start the app again everytime I change a line... I want to kill myself.

Unlocking the Potential of a Digital Marketing Agency in Pakistan
The digital landscape in Pakistan is evolving at an unprecedented pace, and the role of a proficient digital marketing agency in this transformation is undeniable. If you're searching for the most effective way to boost your online presence and gain a competitive edge, you're in the right place. Let's dive into the world of digital marketing and discover how a top-tier agency can revolutionize your business prospects.

The Essence of a Digital Marketing Agency
A digital marketing agency is your gateway to harnessing the power of the internet for business growth. These agencies specialize in creating, managing, and optimizing online marketing strategies tailored to your unique goals and target audience. Whether you're a startup or an established enterprise, their services can provide you with a significant advantage.

Keywords for Success
To succeed in the digital realm, you need to start with the basics. Keywords are the foundation of any effective digital marketing strategy. It's crucial to conduct thorough keyword research to identify the terms and phrases your potential customers are using to search for your products or services. Utilizing cutting-edge SEO tools, a top-notch agency can help you pinpoint these keywords and incorporate them strategically into your content.

Content That Captivates
Content is king in the digital world. High-quality, informative, and engaging content not only attracts visitors but also keeps them coming back. A reputable digital marketing agency can craft compelling content that aligns with your brand and speaks directly to your target audience.

Social Media Supremacy
In today's interconnected world, social media platforms play a vital role in building brand awareness and fostering customer relationships. An adept agency will develop a tailored social media strategy to maximize your online presence. From creating attention-grabbing posts to running paid advertising campaigns, they have you covered.

The SEO Advantage
Search Engine Optimization (SEO) is the cornerstone of digital marketing. A skilled agency will optimize your website and content to rank higher in search engine results pages. This ensures that your business is easily discoverable by potential customers. Improved visibility leads to increased organic traffic and, ultimately, higher conversion rates.

Pay-Per-Click (PPC) Proficiency
PPC advertising is a powerful tool to drive immediate traffic to your website. A digital marketing agency can create and manage PPC campaigns that target your ideal customers, optimizing ad spend for the best results. With their expertise, you can achieve a strong return on investment (ROI).

Data-Driven Decision Making
In the digital world, data is everything. A professional agency will not only create your digital marketing campaigns but also provide detailed analytics to measure their success. This data-driven approach allows for continuous optimization, ensuring your marketing efforts are always aligned with your objectives.

Conclusion
In the ever-evolving landscape of digital marketing, a proficient digital marketing agency can be your greatest asset. From strategic keyword targeting to captivating content creation, they have the tools and expertise to elevate your online presence. Embrace the power of SEO, harness the potential of social media, and make data-driven decisions for the best results.

If you're ready to supercharge your digital marketing efforts in Pakistan, consider partnering with a top-tier agency. They have the skills and experience needed to take your business to new heights in the digital world.

McCarthy Power Washing Services: Top Roof Cleaning and Concrete Cleaning Services in Humble, TX

At McCarthy Power Washing Services, we specialize in providing high-quality roof cleaning service and concrete cleaning service to homeowners and businesses in Humble, TX, and the surrounding areas. Located at 18810 Summer Anne Drive, Humble, TX 77346, our goal is to restore the beauty and durability of your property’s exterior surfaces, ensuring they remain in excellent condition for years to come.

Why Choose McCarthy Power Washing Services?
With years of experience in the industry, McCarthy Power Washing Services is dedicated to delivering exceptional roof cleaning service and concrete cleaning service. We understand the importance of maintaining the cleanliness and integrity of your property, which is why we use the latest equipment and techniques to deliver outstanding results. Whether you need to clean your roof or restore the look of your concrete surfaces, our team is here to help.

Roof Cleaning Service:
Your roof is one of the most important parts of your property, protecting you from the elements and adding to your home's curb appeal. However, over time, roofs can accumulate dirt, algae, moss, and mold, which not only detract from the appearance of your home but can also cause long-term damage. Regular roof cleaning service is essential to maintain the integrity of your roof and prevent costly repairs.

At McCarthy Power Washing Services, we offer professional roof cleaning service to remove debris, algae, moss, and stains, including:

Algae and Moss Removal: Algae, moss, and lichen can grow on your roof, causing damage and leading to potential leaks. Our soft wash technique safely removes these contaminants without harming your roofing materials.
Stain Removal: We eliminate unsightly stains caused by dirt, leaves, and other debris, restoring the original beauty of your roof.
Protective Cleaning: Regular roof cleaning helps extend the lifespan of your roof by preventing damage and wear from built-up debris and organic growth.
Improved Curb Appeal: A clean roof can significantly enhance the overall appearance of your home or business, boosting curb appeal and property value.
We use a gentle soft wash method to ensure your roof is thoroughly cleaned without risking damage to the materials. Our cleaning solutions are safe and effective, providing lasting results while maintaining the integrity of your roof.

Concrete Cleaning Service:
Concrete surfaces around your property can quickly accumulate dirt, stains, oil spots, and other unsightly contaminants. From driveways and sidewalks to patios and pool decks, concrete cleaning service is essential to keep your hard surfaces looking fresh and well-maintained.

At McCarthy Power Washing Services, we offer comprehensive concrete cleaning service to remove stains and restore the appearance of your concrete surfaces, including:

Driveway Cleaning: We remove oil stains, dirt, and grime from your driveway, giving it a clean and polished look.
Sidewalk Cleaning: Our pressure cleaning removes dirt, algae, and moss from your walkways, ensuring they are safe and inviting.
Patio and Pool Deck Cleaning: We clean and restore outdoor living spaces, removing mold, mildew, and buildup to ensure your patios and pool decks are in excellent condition.
Garage Floor Cleaning: We can clean your garage floors, removing stains from oil, grease, and dirt, leaving them looking like new.
Our concrete cleaning service uses high-pressure washing equipment that effectively removes dirt and stains from concrete surfaces without causing any damage. We also adjust the pressure and cleaning solutions depending on the surface and condition of the concrete, ensuring optimal results every time.

Elite Pressure Washing & Home Services: Professional Brick Cleaning Services & Fence Pressure Washing

At Elite Pressure Washing & Home Services, we know how important it is to maintain the exterior of your home or business. Whether you're dealing with dirty bricks or a weathered fence, our expert services will help restore your property's beauty. We proudly offer brick cleaning services and fence pressure washing in Meriden, CT, and surrounding areas. With our professional-grade equipment and experienced team, we guarantee outstanding results that will leave your property looking fresh and well-maintained.

Brick Cleaning Services
Bricks are a popular building material known for their durability, but they can also collect dirt, grime, mold, and stains over time. Our brick cleaning services are designed to preserve the beauty and integrity of your brick surfaces, from home exteriors to patios, walkways, and fireplaces. With our advanced cleaning techniques, we ensure that your bricks are thoroughly cleaned without causing any damage.

Our brick cleaning services include:

Exterior Brick Cleaning: The brick exterior of your home can become stained with dirt, mildew, or algae over time. We use soft washing and high-pressure cleaning techniques to remove these unsightly stains, restoring your home’s curb appeal.
Chimney and Fireplace Cleaning: Brick chimneys and fireplaces can accumulate soot and other contaminants. Our professional cleaning services will ensure your chimney looks clean, while also improving safety by removing build-up.
Patio and Walkway Cleaning: Whether your brick patio or walkway has become covered with moss or dirt, our team can revitalize it with our gentle yet effective brick cleaning process.
Mold and Mildew Removal: Mold and mildew can cause serious damage to your brick surfaces, especially if left untreated. Our brick cleaning services include mold and mildew removal to prevent long-term damage and ensure a safe, clean environment.
Using the latest equipment and eco-friendly cleaning solutions, we can effectively remove stains and dirt from your brick surfaces, extending their lifespan while maintaining their natural beauty.

Fence Pressure Washing
Fences are exposed to the elements year-round, leading to the accumulation of dirt, grime, mold, algae, and even mildew. Over time, this can not only damage your fence but also make it look worn and unattractive. Our fence pressure washing service will restore the beauty of your fence, whether it’s wood, vinyl, or metal, and extend its lifespan by removing harmful contaminants.

Our fence pressure washing services include:

Wood Fence Cleaning: Over time, wood fences can become discolored by algae, mold, and dirt. We use soft washing techniques that remove grime without damaging the wood, restoring its natural look and preventing rot or decay.
Vinyl and Metal Fence Cleaning: Vinyl and metal fences can also accumulate dirt and stains that detract from their appearance. Our pressure washing service effectively removes these contaminants, brightening up your fence and improving its curb appeal.
Stain Removal: Stains from dirt, grease, or organic growth can tarnish the appearance of your fence. Our professional-grade pressure washing equipment removes even the toughest stains, making your fence look as good as new.
Preservation and Maintenance: Regular fence cleaning not only improves the look of your property but also helps prevent long-term damage caused by mold, algae, and dirt. By scheduling regular fence pressure washing, you can prolong the life of your fence and keep it looking fresh for years to come.
Whether you have a wooden privacy fence, a chain-link fence, or a decorative iron fence, our expert team at Elite Pressure Washing & Home Services can handle it all. We use the appropriate pressure levels and eco-friendly cleaners to ensure the best possible results without causing damage to your fence.

Why Choose Elite Pressure Washing & Home Services?
When it comes to brick cleaning services and fence pressure washing, Elite Pressure Washing & Home Services stands out as the top choice for property owners in Meriden, CT, and surrounding areas. Here’s why:

North Canton Prowash: Expert Exterior House Washing in Akron and Pressure Washing for Commercial Properties
At North Canton Prowash, we understand how important it is to maintain the cleanliness and appearance of your property. Whether you're in need of exterior house washing in Akron or pressure washing for commercial properties, our professional team is here to provide high-quality, affordable solutions that restore and protect your property’s exterior. Serving Akron, Canton, and surrounding areas, we are committed to delivering outstanding cleaning services for residential and commercial clients alike.

Why Choose North Canton Prowash?
When searching for exterior house washing in Akron or pressure washing for commercial properties, you want a service provider you can trust to get the job done right. At North Canton Prowash, we offer:

Experienced Technicians: Our team is trained and skilled in the latest pressure washing techniques, ensuring that we achieve superior results every time.
State-of-the-Art Equipment: We use advanced pressure washing and soft washing equipment that is designed to clean effectively while protecting the surfaces being cleaned.
Eco-Friendly Solutions: Our cleaning products are safe for your property and the environment, offering a gentle yet effective approach to cleaning.
Affordable and Transparent Pricing: We offer competitive rates, ensuring that our high-quality services are accessible and budget-friendly.
Our Specialized Services
Exterior House Washing Akron
Over time, your home’s exterior can accumulate dirt, mold, mildew, and algae, leading to an unsightly appearance. If you’re looking for exterior house washing in Akron, North Canton Prowash is the expert you can rely on. We use soft washing techniques to gently yet effectively clean your home’s exterior surfaces without causing damage. From siding and gutters to windows and decks, we ensure a spotless, fresh appearance.

Benefits of exterior house washing:

Removes dirt, stains, and organic growth such as mold and mildew.
Increases your home’s curb appeal and overall value.
Protects the surfaces of your home from long-term damage caused by contaminants.
Pressure Washing for Commercial Properties
For businesses, a clean exterior is essential to making a positive first impression and ensuring that your property remains safe and professional. North Canton Prowash offers expert pressure washing for commercial properties to remove dirt, grime, grease, and other buildup from a variety of surfaces, including storefronts, parking lots, sidewalks, and more. Whether you manage a retail store, office building, or industrial complex, our pressure washing services are designed to keep your property looking its best.

Advantages of pressure washing for commercial properties:

Enhances the visual appeal of your business, attracting more customers and clients.
Removes harmful contaminants that can degrade the surfaces and structure of your property.
Promotes a clean, professional image that reflects well on your business.
Why Regular Exterior House Washing and Pressure Washing for Commercial Properties Matter
Regular exterior house washing and pressure washing for commercial properties are crucial for maintaining the appearance and structural integrity of your property. By regularly removing dirt, grime, mold, and mildew, you prevent damage, enhance curb appeal, and protect your investment. A clean home or business sends a strong message to visitors, customers, and potential buyers, making it a vital part of property maintenance.

Contact North Canton Prowash Today!
For expert exterior house washing in Akron and reliable pressure washing for commercial properties, trust North Canton Prowash to provide the best cleaning solutions in the area. Our professional team is committed to delivering high-quality results that meet your needs and exceed your expectations.

Call us today at +1 (330) 957-2711 to schedule your free estimate. Let North Canton Prowash help you enhance the look and longevity of your property with our professional cleaning services!

Biostimulants Market Expected to Reach US$ 9.6 Billion by 2033 with a 10.8% CAGR

The biostimulants market is predicted to be worth US$ 3.4 billion in 2023, and rise to US$ 9.6 billion by 2033. Demand is expected to increase at a CAGR of 10.8% over the projected period.
Due to their numerous potential applications and promising futures, biostimulants are employed in horticulture and agriculture. Growing demand for eco-friendly agricultural solutions in developing nations like China and India opens up a new market opportunity for biostimulants producers.
Since food security and public health are closely related, all parties participating in the agri-food sector have sought to enhance sustainable food production. The largest phytopharmaceutical companies in Asia Pacific and Europe have intensified their production and research activities for natural products.

Lack of restrictions related to the product's commercialization may impede the market's development and expansion during the projection period. Growth is constrained by a lack of confidence in new products, a shortage of information about high-quality products, and a lack of clear regulatory.
In the majority of markets, the data requirements for the product are often obtained from those produced from synthetic substances. Similarly, there are still no well-established endpoints for risk evaluations despite the fact that these products have been used in commerce for years.
Key Takeaways
• By 2033, the US dominates the biostimulants market, with a CAGR of 9.6%.
• The market for biostimulants increased at a 10.1% CAGR between 2017 and 2022, citing FMI's study.
• The expansion in China is anticipated to expand at an adequate CAGR of 13.3% by 2033. China’s market is likely to generate a share of US$ 1.1 billion by 2033.
• Japan's market share for biostimulants is 10.8% by 2033, with the value of US$ 490 million.
• Between 2023 and 2033, the biostimulants market is likely to increase in South Korea at 11.6% CAGR, respectively.
• The expansion in the UK is anticipated to expand at an adequate CAGR of 9.9% by 2033. The UK's market is expected to generate a share of US$ 476.2 million by 2033.
• Based on active ingredients, the acid-based segment is expected to dominate the market with a CAGR of 10.6% by 2033.
• The adoption trends of biostimulants are predicted to change due to the rising demand for organic farming. As a result, the market is anticipated to increase positively by 1.09x between 2022 and 2023.
Key Strategies in the Industry
The main factor of the market's fragmentation is the growth of local players and regional marketplaces in various regions of the world. The two regions with the biggest market activity are North America and Europe.
UPL Limited, Biostadt India Limited, Isagro SPA, Valagro SpA, and Tradecorp International are a few of the leading businesses in the biostimulants market. For the purpose of expanding their businesses, these significant firms invest in new products, product improvement, expansions, and acquisitions.
Recent Developments
• A new line of biostimulant solutions based on GoActiv Technology was launched by UPL Australia in June 2021. These products are intended to target particular crop physiological "pain points" or abiotic stresses in fruit and vegetable, vine, and tree crops.
• Isagro Group acquired Phoenix Del in 2020 in order to increase the variety of copper-based fungicides and biostimulants it offers. The goal of this acquisition was to advance technology and transform the products in its "BioSolutions" section.
Key segments
By Active Ingredient:
• Acid-Based
• Extract-Based
• Others (including Microbial Amendment, Trace Minerals, etc.)
By Crop Type:
• Row Crops
• Fruits & Vegetables
• Turfs & Ornamentals
• Other Crop Types
By Application:
• Foliar
• Soil
• Seed
By Region:
• North America
• Latin America
• Europe
• South Asia
• East Asia
• Middle East & Africa
• Oceania

Learn Digital Marketing at Rank Business Institute: Unlock Your Potential

In today's technology-driven world, digital marketing is no longer just an option — it's a necessity. Businesses of all sizes are embracing the power of digital platforms to reach customers, drive sales, and establish their brand online. As a result, there is an ever-growing demand for skilled digital marketers who can navigate this dynamic field. If you’re looking to learn digital marketing and take your career or business to the next level, Rank Business Institute in Vashi, Navi Mumbai, is the place to start.

Located at First Floor, Haware Fantasia Business Park, Corporate Wing, F-188, Sector 30A, Vashi, Navi Mumbai, Maharashtra 400705, we provide world-class digital marketing training designed to equip you with the tools and skills needed to succeed in the online world. Whether you’re a beginner or a professional, our comprehensive courses ensure you master the latest digital marketing techniques and strategies.

Why Should You Learn Digital Marketing?
High Demand for Digital Marketers
With businesses moving online, there is an increasing need for professionals who can handle digital marketing tasks. Whether it’s for SEO, social media, content marketing, or PPC, digital marketers are in high demand across industries.

Great Career Opportunities
Digital marketing offers an exciting career path with excellent growth potential. From digital marketing managers to content strategists and SEO specialists, the opportunities are endless. By learning digital marketing, you position yourself to tap into one of the most rewarding industries today.

Boost Your Business's Online Presence
If you're an entrepreneur or small business owner, learning digital marketing can significantly improve your online visibility. Whether you're looking to attract more customers through SEO or engage your audience on social media, digital marketing is the key to expanding your reach.

Why Choose Rank Business Institute to Learn Digital Marketing?
Expert Trainers with Real-World Experience
Our trainers are digital marketing experts who have worked with businesses of all sizes across various industries. Their real-world experience ensures that you’re learning proven strategies and techniques that work in today’s digital landscape.

Comprehensive Digital Marketing Curriculum
Our digital marketing course covers everything you need to know, from the basics to advanced techniques. You’ll learn how to run successful SEO campaigns, manage PPC ads, create engaging content, build email marketing campaigns, and use analytics to optimize your efforts. Our curriculum is designed to ensure that you are well-prepared for the ever-changing digital marketing world.

Hands-On Learning and Real-World Projects
At Rank Business Institute, we believe in practical learning. That's why our courses are centered around hands-on projects and case studies. You won’t just learn theory — you’ll apply what you’ve learned to real digital marketing campaigns, making you job-ready from day one.

Industry-Recognized Certification
When you learn digital marketing with us, you don’t just gain knowledge; you also earn an industry-recognized certification that enhances your credibility. This certification will help you stand out in the competitive job market and increase your career opportunities.

Flexible Learning Options
We understand that everyone has a different schedule. That's why we offer flexible learning options. Whether you prefer classroom training, online courses, or a hybrid model, we ensure that our programs are designed to fit your needs. Learn at your own pace, anytime, anywhere.

Job Placement Assistance
Our commitment to your success goes beyond training. We provide job placement assistance to help you land your dream job in digital marketing. With our vast network of industry contacts and partnerships, you’ll have access to a wide range of career opportunities.

What Will You Learn When You Join Rank Business Institute?
Our digital marketing training program covers a wide array of topics to ensure you gain a holistic understanding of the field. Some of the key areas you’ll explore include:

Search Engine Optimization (SEO)
Learn how to optimize your website and content to rank higher on search engine results pages and drive organic traffic.

Pay-Per-Click (PPC) Advertising
Gain expertise in running paid campaigns on platforms like Google Ads, Facebook, and Instagram to generate targeted traffic and increase conversions.

Pressure Clean Driveways with Excel Window Cleaning & Soft Wash Roof Cleaning

Your driveway is one of the first things people notice when they approach your home or business. Over time, it can accumulate dirt, oil stains, moss, algae, and other debris, diminishing the curb appeal of your property. At Excel Window Cleaning & Soft Wash Roof Cleaning, we specialize in professional pressure clean driveway services that restore the beauty of your driveway, making it look brand new again. Serving Aberglasslyn, NSW, and the surrounding areas, we are your go-to experts for driveway cleaning.

Why Choose Excel Window Cleaning & Soft Wash Roof Cleaning for Pressure Clean Driveways?
Experienced Professionals Our team is highly trained in pressure cleaning techniques and understands the best methods to clean various driveway surfaces, including concrete, asphalt, and pavers. We take care to use the right pressure and cleaning solutions to avoid damaging your driveway while ensuring it’s thoroughly cleaned.

Advanced Pressure Cleaning Equipment We use state-of-the-art pressure cleaning equipment that provides the right amount of power to remove dirt, grime, and stains from your driveway effectively. Our tools are designed to deliver consistent, efficient results for both small and large driveway cleaning projects.

Eco-Friendly Solutions At Excel Window Cleaning & Soft Wash Roof Cleaning, we care about the environment. Our pressure cleaning services use eco-friendly, biodegradable cleaning solutions that are safe for your property and the surrounding environment. You can rest assured that your driveway will be cleaned without harmful chemicals.

Restore Your Curb Appeal A clean driveway can dramatically improve the overall appearance of your home or business. If your driveway is stained or covered in dirt, pressure cleaning can restore its original look, enhancing the curb appeal and giving your property a fresh, welcoming vibe.

The Benefits of Pressure Clean Driveways
Remove Stubborn Stains Driveways often become victims of oil stains, tire marks, and other stubborn stains that are tough to remove with regular cleaning methods. Pressure cleaning driveways effectively lifts these stains and restores the original look of your surface.

Enhance Safety Algae, moss, and dirt buildup can make your driveway slippery, especially during rainy weather. Pressure cleaning helps remove these slippery contaminants, improving the safety of your driveway for both vehicles and pedestrians.

Prevent Damage Over time, dirt, grime, and other debris can cause wear and tear on your driveway. By scheduling regular pressure cleaning, you can prevent these elements from causing permanent damage, saving you money on costly repairs or replacements.

Increase Property Value A well-maintained driveway can add to the overall value of your property. Whether you're planning to sell or just want to improve your property's appeal, pressure cleaning your driveway is a simple yet effective way to increase its value.

The Pressure Cleaning Process for Driveways
Inspection and Assessment We begin by inspecting your driveway to determine the best approach for cleaning. Different types of surfaces, such as concrete, asphalt, or pavers, may require slightly different techniques to avoid damage and ensure the best results.

Preparation We take care to protect your surrounding plants, lawns, and nearby structures from any potential water damage. We also make sure that all necessary safety precautions are taken to ensure a smooth and effective cleaning process.

Pressure Cleaning Using our advanced equipment, we apply high-pressure water to your driveway to remove dirt, stains, moss, algae, and other debris. We may also apply an eco-friendly cleaning solution to break down tough stains and enhance the cleaning process.

Final Inspection Once the cleaning is complete, we inspect your driveway to ensure that every inch is spotless. We’ll remove any remaining debris and make sure the surface is left looking fresh and clean.

Why Regular Pressure Cleaning for Your Driveway is Important
Your driveway is exposed to various elements throughout the year, including dirt, oil, chemicals, and organic matter like moss and algae. Over time, these contaminants can cause damage, stains, and an overall unattractive appearance. Regular pressure cleaning ensures that your driveway stays in great condition, preventing damage and helping maintain its appearance for years to come.

Contact Us for Professional Pressure Clean Driveway Services
If you want to restore the look of your driveway with professional pressure clean driveway services in Aberglasslyn, NSW, Excel Window Cleaning & Soft Wash Roof Cleaning is here to help.

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