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I gave an AI coding agent a real project and one simple outcome:
Understand the project, research similar memory-agent projects, and turn the findings into a Word document.
No step-by-step instructions.
I wanted to see if Qoder could actually handle the work.
🤝 Paid partnership
Prompt ⤵️
A fast-paced, ultra-realistic cinematic FPV drone shot flying through a crowded modern city street at dusk. The camera moves forward at high speed, weaving between pedestrians, buses, cars, motorcycles, bicycles, and street performers while maintaining realistic distances and avoiding collisions.
The drone dives low toward the wet asphalt, glides past busy storefronts, rises above the crowd, and banks sharply around a street corner. Neon signs, glowing billboards, colorful traffic lights, and reflections on the wet road create a stunning cinematic atmosphere.
The camera performs rapid directional changes, smooth banking turns, low-altitude swoops, and seamless transitions through narrow gaps between buildings and traffic. Natural motion blur, realistic reflections, detailed architecture, atmospheric haze, dramatic dusk lighting, and rich colors enhance the immersive experience.
The shot begins at street level, accelerates through the busiest part of the street, sweeps around a city bus, and ends with a dramatic upward climb revealing the glowing skyline and city lights.
One continuous FPV drone take with seamless camera movement, photorealistic details, professional action-movie cinematography, realistic physics, HDR, 4K resolution, 60 FPS, cinematic color grading, no cuts, no flickering, no distorted objects, no artificial-looking pedestrians, no text, and no watermark.
HarriStack retweeted
🤯 This looks like a scene straight out of a Hollywood blockbuster!
Insane action, lifelike details, and cinematic visuals, all generated with Seedance 2.5.
The future of filmmaking is evolving faster than ever.
Full prompt below.
HarriStack retweeted
🚨 BREAKING: Gmail Users, Check These Privacy Settings Now!
Your inbox may contain bank statements, tax records, medical documents, and private conversations.
Google’s AI features have raised serious privacy concerns, and a class-action lawsuit has brought further scrutiny.
Here are 5 steps to review your Gmail settings and protect your privacy.
HarriStack retweeted
A thief gets inside your Tesla.
They have the key card. They press the brake. They try to shift into drive. The car doesn’t move. A 4-digit PIN screen appears on the touchscreen. Without the code, the car won’t shift into gear. The thief sits in a $50,000 car they can’t move.
Your Tesla has a feature called PIN to Drive a secondary security layer that requires a personal 4-digit code before the car will drive, even if someone has the key card, the key fob, or the phone key. The valet who copied the key card can’t drive the car. The thief who stole the phone with the Tesla app can’t drive the car. The teenager who grabbed the spare key card from the kitchen drawer can’t drive the car. Without the PIN, the car is a locked vault on wheels.
PIN to Drive takes 30 seconds to set up. Most Tesla owners have never enabled it.
A Tesla service advisor who’s delivered over 2,000 Teslas and has seen every type of theft, break-in, and unauthorized use an owner can experience told his customer something during a routine service visit that changed how the customer thought about every feature on the car.
“Every Tesla theft I’ve seen in 5 years could have been prevented by PIN to Drive. Every parking lot hit-and-run could have been documented by Sentry Mode. Every valet joy ride could have been blocked by Valet Mode. Every cold morning sitting in a freezing cabin could have been solved by Scheduled Departure. And every dog left in a hot car could have been kept safe by Dog Mode. The Tesla has 11 features that protect the car, protect the people inside it, and transform how the owner uses it every day. Most owners enable zero of them. They drive a $50,000 computer like a $30,000 car using the gas pedal and ignoring the operating system.”
He showed them 11 Tesla features that transform the car from “I drive it and charge it” into the machine Tesla actually engineered.
Here’s every hidden Tesla feature most owners miss 🧵
HarriStack retweeted
CLAUDE CAN HELP YOU BUILD A SMARTER FINANCIAL FUTURE IN JUST ONE WEEKEND.
Here are 10 powerful prompts to help you manage money, find new income streams, and build wealth from scratch:
HarriStack retweeted
Dreamina is offering its Basic plan for less than a dollar, and I wanted to see what you actually get for that little money.
So instead of just scrolling past the deal, I decided to look at the credits, the tools, and the potential output.
Here’s what I found. 👇
dreamina.capcut.com/pricing/…
HarriStack retweeted
A little Black Friday tip: CapCut Desktop has up to 60% off until Oct 30. Desktop Only!
Halloween promos often need short, punchy lines that viewers can catch in a second. Once your video is generated, use CapCut PC to refine your captions and position text on the multitrack timeline so the key product message lands at the right moment.
It's a simple post-editing step, but it can make your marketing video easier to follow and more effective at communicating the offer.
#capcutpc #capcutmarketing #capcutsale #capcutblackfriday
tinyurl.com/2v23rn22
HarriStack retweeted
The director of *Run Lola Run* trying Seedance is an unexpected combo. I wonder what made him give it a shot.
🤝 Paid partnership
HarriStack retweeted
🚨 BREAKING: Gmail Users Need to Know This!
If you use Gmail, pay attention to this.
Google’s AI is reportedly scanning your inbox and attachments, including bank statements, tax documents, medical letters, and more. The feature was turned on by default, and its rollout is now facing a class-action lawsuit.
Here are 5 steps to disable it, because the settings you need are hidden in two separate places:
HarriStack retweeted
In 1965, the sugar industry paid Harvard scientists to blame heart disease on fat.
And it worked for 50 years.
This isn't a conspiracy theory. Researchers at UC San Francisco found the industry's own internal letters.
1,551 pages of them, buried in a university archive. Plus 31 pages of correspondence held at the Harvard Medical Library.
Here is what they show.
In the 1960s, studies started linking sugar to heart disease. A newspaper ran a full page story saying the new research "threatened to tie the whole business in a knot."
Two days later, the Sugar Research Foundation approved a secret project.
Project 226.
They hired nutrition scientists at Harvard to write a review of the evidence. The industry set the goal. It sent them the articles to include. It received the drafts.
The price: $6,500. About $48,900 in 2016 money.
At one point, one of the Harvard scientists complained: "Every time the Iowa group publishes a paper we have to rework a section in rebuttal."
When the final draft arrived, the sugar executive replied:
"Let me assure you this is quite what we had in mind and we look forward to its appearance in print."
In 1967, it was published in the New England Journal of Medicine. One of the most trusted journals on Earth.
Its conclusion: there was "no doubt" the only diet change needed to prevent heart disease was cutting cholesterol and swapping saturated fat.
Sugar? Downplayed.
The industry's funding? Never disclosed.
In plain English:
A trade group bought the scientific conclusion it wanted. Then the world ate it for breakfast.
But here is the twist.
Sugar wasn't playing defense. It was playing offense.
Back in 1954, the foundation's president had spotted the opportunity. If Americans ate less fat, sugar could take a bigger share of their diet. He predicted it would raise sugar consumption by more than a third.
Low fat. High sugar. That was the plan.
The researchers couldn't interview any of the key people involved.
They're all dead.
Heart disease is still the number one killer on the planet.
So the next time a food company funds a study…
Who do you think wrote the conclusion?
HarriStack retweeted
For 70 years, we were told plastic was safe because it doesn't react with anything.
Nature just published proof that it does. And the trigger is water.
Researchers at Columbia University and UC Berkeley took six of the most common plastics on Earth.
Polyethylene. Polypropylene. Polystyrene. PVC. PET. Acrylic.
The stuff in your water bottles, food containers, pipes and packaging.
They ground them into microplastics and dropped them into plain water.
Nothing else. No sunlight. No chemicals. Just plastic and water.
And the water started changing.
At the surface of every single plastic, it began producing hydroxyl radicals. One of the most reactive and destructive molecules in chemistry.
All six plastics did it. Every one.
To prove it, they added a yellow dye to water with polystyrene. Over 10 days, nearly 90% of the dye was destroyed. The water turned almost clear.
In other liquids, the dye survived. Only water made the plastic active.
In plain English:
The plastic isn't leaking a toxic chemical.
It is turning the water around it into something that attacks.
Then they tested what that does to living things.
DNA and proteins got pulled onto the plastic surface like magnets.
Proteins started clumping together.
And red blood cells that touched the particles were torn into broken fragments.
But here is the twist.
The most dangerous plastics were the ones we trusted most.
Polyethylene and polypropylene, the "safe" plastics in bottles and food containers, were the most reactive of all.
The effect was weaker in blood serum. But it was still there.
And microplastics have already been found in human blood, brains, placentas and arteries.
The lead researcher said it plainly: "Water is a key active player here, rather than just a spectator."
We spent decades asking what chemicals leak out of plastic.
Nobody thought to ask what plastic does to the water inside us.
How many times have you sipped from a plastic bottle today?
HarriStack retweeted
Create the visuals. Cut the clips. Get your brand out there. 🔥
Dreamina + CapCut PC makes a handy marketing workflow, and the combo starts at $6.29. Offer ends Oct 30, so don't leave it too late.
#CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale
HarriStack retweeted
Your content budget just got a little breathing room. 💸
Save up to 80% with the Dreamina + CapCut Pro offer, starting at just $6.29 combined.
Generate your marketing assets in Dreamina and edit them in CapCut PC.
🔥 Limited-time savings: Oct 20–30 on CapCut Desktop only.
#CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale
HarriStack retweeted
🚨Someone just made 70B parameter models run on a single 4GB GPU.
An open source tool called AirLLM has changed how large language models run on consumer hardware. Instead of loading the entire model at once, it processes one layer at a time. This means your VRAM needs depend only on the size of a single layer rather than the full model.
No quantization.
No distillation.
No pruning.
100% Open Source. Apache 2.0 License.
→ DeepSeek V3 (671B) runs on just 12GB
→ Llama 3.1 405B runs on 8GB
→ Kimi K3 (2.8 trillion parameters) runs on under 4GB
→ Works with nearly every major open source model
The largest model often needs the least VRAM. Kimi K3 is a sparse mixture of experts model, so it only loads the specific experts activated by each token instead of an entire dense layer. This is why a 2.8 trillion parameter model can run in less memory than a 70B model.
AirLLM makes frontier scale AI practical on everyday hardware without any of the usual tradeoffs.
(Repo in the comments)
HarriStack retweeted
CapCut’s Black Friday savings are now available to claim: 60% off Pro and 40% off Ultra, October 20–30, exclusively on CapCut Desktop.
The main product shot deserves a careful review in any Halloween campaign.
Local Inpainting in CapCut PC gives you a way to revisit a selected area of an AI-generated shot. Refine a detail and assess the updated image within the sequence, where you can judge its contribution to the overall ad.
Keep developing the visuals that carry the campaign’s central idea.
#capcutpc #capcutmarketing #capcutsale #capcutblackfriday
HarriStack retweeted
Today we’re announcing two new compute types on Shadeform:
CPUs, which are available today, and Apple Silicon, which is planned to release later this quarter 👇
The Uncomfortable Truth About the Tesla Roadster’s 9-Year Delay
Tesla promised the Roadster in 2017, with deliveries initially expected in 2020. The timeline kept shifting, leading to years of skepticism and vaporware accusations.
When the car was revealed on October 15, 2026, it appeared far more ambitious than the original prototype.
The 2017 prototype promised 1.9-second 0–60 acceleration. The new version claimed 0.81 seconds. The latest reveal also showcased SpaceX thrusters, a suction system, robot-inspired actuators, and aerospace-grade materials.
**His final point:**
You watched the Roadster fly, saw the backflip, and shared the 0.81-second acceleration clip. Then the internet moved on.
But beneath the spectacle are 11 engineering features that deserve attention, including the suction system, thrusters, retractable headlights, high-speed charging, and active aerodynamics.
The Performance version is expected to offer many of these technologies without the flying capabilities.
The spectacle was the flip. The real story is the engineering beneath it.
If this changes how you see the Roadster reveal, repost the first post so others can discover the engineering details behind the spectacle.
From the suction fan system and thrusters to the pop-down headlights, robot-actuated wing, 500 kW charging, and steer-by-wire controls, there’s more to the Roadster than its viral backflip.
Follow @ HarrisDecodes for breakdowns of hidden engineering, overlooked details, and breakthroughs in technology that most people miss.















