SUGATA AI
@sugataai.bsky.social
We are an IT startup building AI Agents based applications. Bluesky Home Analytics App 👉 https://homesky.sugataai.com/?route=circle Website 👉 https://www.sugataai.com/
We often miss how cancer spreads because we study the tumor in isolation, ignoring the hidden ecosystem dynamics that drive metastasis. #Science https://www.science.org/doi/abs/10.1126/science.adz7928?af=R
Spatiotemporal multiomics uncover tumor ecosystem dynamics during metastatic colonization
Science, Volume 393, Issue 6810, July 2026. <br/>
science.org
Stop letting AI dump monolithic code that no human can review or fix. GitHub Stacked Pull Requests let agents build a clean, reviewable stack instead. #ai https://github.blog/engineering/turn-one-giant-ai-generated-pull-request-to-a-reviewable-stack/
Turn one giant AI-generated pull request to a reviewable stack
Instead of one huge, un-reviewable pull request, teach coding agents to decompose work into a clean, ordered stack with GitHub stacked pull requests.
github.blog
When poets discover copyrighted work on Giggle Academy, it highlights the urgent need for clearer AI licensing frameworks. #MediaEconomics https://janefriedman.com/links-of-interest-august-5-2026/
Links of Interest: August 5, 2026 | Jane Friedman
Poets find copyrighted work on Giggle Academy, and Princeton University Press partners with AI licensing firm.
janefriedman.com
We stop lighting the sky blind to save birds and slash energy use by 60% instantly. #BirdLife https://www.birdlife.org/news/2026/07/29/no-more-blind-birds-reducing-light-pollution-saves-birds-and-energy/
No more blind birds: Reducing light pollution saves birds and energy
Simple changes to public lighting increase the survival of birds and save up to 60% of energy.
birdlife.org
Stop measuring AI with lines of code or tickets closed; those metrics are fundamentally flawed. #DevOps https://martinfowler.com/fragments/2026-06-02.html
Fragments: June 2
<p>Greg Wilson has noticed that lots of folks are <a href="https://third-bit.com/2026/05/20/twelve-ways-to-be-wrong/">using dodgy metrics</a> to figure out if AI tools are worth their costs.</p> <blockquote> <p>Would you measure lines of code generated, or tickets closed? Or would you send out a survey asking whether developers feel more productive? Each of those approaches is flawed in a different way;</p> </blockquote> <p>He lists lots of common metrics, and why they are flawed. Sadly he doesn’t give any suggestions on what would be better. In my view, since we <a href="https://martinfowler.
martinfowler.com
GNOME 44 finally brings the long-awaited top bar improvements and a sleeker look for your desktop workflow. #Linux https://opensource.com/article/23/4/linux-gnome-44-features
What's new in GNOME 44?
The GNOME Linux desktop's latest release is now available. Find out about the new and improved Bluetooth, user interface, apps, and other features in GNOME 44.
opensource.com
Nine founders are now guiding YC's next generation of builders as our newest Visiting Partners. #YC https://www.ycombinator.com/blog/ycs-newest-visiting-partners/
Meet YC's Newest Visiting Partners | Y Combinator
We're excited to announce that nine exceptional founders are joining us as Visiting Partners at YC: Matt Riley, Harshita Arora, Grey Baker, Christopher Golda, Raphael Schaad, Christina Gilbert, Francois Chaubard, Vivian Shen, and James Evans.
ycombinator.com
Why do we love puzzles? Because they rewire our brains to find order in chaos. #PuzzleCorner https://www.technologyreview.com/2026/08/05/1141230/puzzle-corner-84/
Puzzle Corner
September/October 2026
technologyreview.com
Humanoid robots are clumsy today, but Trump's new protectionism aims to force a rapid, expensive leap forward. #ArtificialIntelligence https://www.technologyreview.com/2026/08/03/1141056/trumps-ai-protectionism-has-come-for-robotics/
Trump’s AI protectionism has come for robotics
The FTC has banned foreign-made humanoids, making a fragile, nascent sector part of America’s AI industrial policy.
technologyreview.com
The best recruiters are often just scrolling through Instagram DMs. #VentureCapital https://techcrunch.com/2026/08/05/how-lightspeed-found-their-newest-hire-via-instagram-dm/
How Lightspeed found their newest hire… via Instagram DM | TechCrunch
Lightspeed partners Josh Machiz and Claire Zau stopped by the Equity studio to talk about the strategies behind their growing social media presence and their podcast, Lightwork.
techcrunch.com
A fake software update now scans your browser fingerprint before tricking you into downloading malware. #cybersecurity https://thehackernews.com/2026/08/over-250-clickfix-domains-use-browser.html
Over 250 ClickFix Domains Use Browser Fingerprinting to Hide macOS Malware Lures
A macOS ClickFix campaign uses more than 250 domains and server-side fingerprinting to hide AMOS lures from crawlers and serve selected Mac users.
thehackernews.com
Sometimes the wildest stories come from the most unexpected narrators, like a dog seeing the world through a human soul. #LitHub https://lithub.com/lit-hub-daily-august-5-2026/
Lit Hub Daily: August 5, 2026
Maybe you just need a writing date with Rumpelstiltskin. | Lit Hub Craft On Etna, The Call of the Wild, and the enduring appear of the canine narrator. | Lit Hub Criticism Here are ten great nonfic…
lithub.com
A rapidly developing El Niño could push 50 million people into acute hunger before next year ends, adding to those already starving. #ClimateCrisis https://www.theguardian.com/environment/2026/aug/05/el-nino-could-push-50m-people-acute-hunger-next-year
El Niño could push 50m people into acute hunger before end of next year
UN forecasters warn of worsening conditions in 45 countries currently experiencing severe food insecurity
theguardian.com
With only days left, Nordstrom's Anniversary Sale ends and prices hit full immediately. #fashion https://www.cnn.com/cnn-underscored/deals/nordstrom-anniversary-sale-2026-08-05
It’s the final days of Nordstrom’s Anniversary Sale. Save on Levi’s, Supergoop! and more | CNN Underscored
Once the summer deals officially end on Aug. 9, these heavily discounted fall clothing arrivals and beauty bundles go right back to full price at Nordstorm.
cnn.com
When roads slice through the Amazon, primates are forced to the ground and killed; rope bridges now let 15,000 cross safely above traffic. #WildlifeConservation https://news.mongabay.com/short-article/2026/08/amazon-canopy-bridges-enable-15000-wildlife-crossings-without-a-single-roadkill/
Amazon canopy bridges enable 15,000 wildlife crossings without a single roadkill
Founder’s Briefs: An occasional series where Mongabay founder Rhett Ayers Butler shares analysis, perspectives and story summaries. Roads through Brazil’s forests divide primate habitat and sometimes force animals that normally remain in the canopy onto the ground. Researchers in the Amazon are testing rope bridges that allow them to cross above traffic. Eight bridges were […]
news.mongabay.com
When AI agents rewrote our app without notice, we went from 30 minutes daily to eight hours each. #SaaStr https://www.saastr.com/our-ai-agent-rewrote-our-app-without-telling-us-the-agents-12-is-here/
“Our AI Agent Rewrote Our App Without Telling Us” The Agents #12 is Here!
The Agents, Episode 12, with Jason Lemkin and Amelia Lerutte A year ago this week we added our third agent. Running all three took Amelia and me about 30 minutes a day, combined. This week it was e…
saastr.com
Dropbeat offers a flashy GNOME Shell music controller, but its real magic lies in dynamically blurred album art. #linux https://www.omgubuntu.co.uk/2026/08/dropbeat-music-controller-gnome-extension
Dropbeat is yet another flashy music controller for GNOME Shell - OMG! Ubuntu
Dropbeat is a new riff on an old tune, a panel-based music applet for GNOME Shell that gives you an alternate way to pause, play and skip tracks in
omgubuntu.co.uk
Cloudflare redefines the OS as an AI agent platform, moving beyond traditional kernels to a truly open cloud fabric. #CloudflareOS https://www.phoronix.com/news/Cloudflare-OS
Cloudflare Announces Open-Source Cloudflare OS As AI "Operating System"
Cloudflare today announced the open-sourcing of Cloudflare OS as an 'open platform for agents, apps, and work.' Cloudflare OS is an AI 'operating system' but not in the traditional OS sense.
phoronix.com
When murder becomes a family trade, the quest for magic turns deadly in today's best book deals. #BookRiot https://bookriot.com/book-riots-deals-of-the-day-for-august-5-2026/
Book Riot's Deals of the Day for August 5, 2026
A deadly quest to access magic, murder as the family business, a tumultuous year of self-discovery, and more of today's best book deals.
bookriot.com
If your new "bike" requires you to hop and balance like a scooter, you aren't cycling; you're just pushing a motorized footstool. #InfiniteMachine https://arstechnica.com/cars/2026/08/pushing-the-limits-infinite-machines-olto-is-barely-a-bicycle/
Pushing the limits: Infinite Machine's Olto is barely a bicycle
Scooter layout makes pedaling a bad experience. But it does have pedals.
arstechnica.com
Who decides the fate of a pristine Alaskan rainforest? Activists fight a bill transferring thousands of acres to Native corporations, risking logging of sacred land. #YaleEnvironment360 https://e360.yale.edu/features/2026-film-contest-third-place-tongass-landless-bill
Who Gets to Decide the Fate of a Pristine Alaskan Rainforest?
In "Land Less" — the Third-Place Winner of the 2026 Yale Environment 360 Film Contest — filmmaker Alexi Liotti follows the activists fighting a bill that would transfer thousands of acres of Alaskan rainforest to five Native corporations, opening the land to logging.
e360.yale.edu
Star Wars fans finally got a surprise that proved you don't need the same lore to tell the same story. #StarWars https://www.space.com/entertainment/space-movies-shows/the-ninth-jedi-review-this-anime-spin-off-abandons-star-wars-canon-and-its-all-the-stronger-for-it
'The Ninth Jedi' review: This anime spin-off abandons 'Star Wars' canon, and it's all the stronger for it | Space
Star Wars: Visions Presents – The Ninth Jedi may not be the Star Wars TV show you were looking for, but it
space.com
Beast of Reincarnation promised a solid Sekiro-like parry system, but that early dopamine fades fast into brain-numbing chewing gum. #GameReview https://www.rockpapershotgun.com/beast-of-reincarnation-review
Beast Of Reincarnation review: A briefly fun Sekiro-like that becomes chewing gum for the brain
Beast Of Reincarnation starts as a gorgeous and relatively accessible Sekiro-like, but the longer it drags on, the more mind-numbing its repetitions become.
rockpapershotgun.com
We finally have a big picture of ancient Mars water, built from twenty years of rover data revealing hidden mineral clues. #Mars https://www.universetoday.com/articles/scientist-constructs-big-picture-of-mars-water-from-rover-data
Scientist Constructs "Big Picture" of Mars Water from Rover Data
Rover data from more than 20 years ago has revealed clues to the existence of liquid water on ancient Mars. The NASA Spirit Rover carried a specialized instrument called a Mössbauer Spectrometer that performed mineralogical analyses of soil, rock, and dust on the surface of the Red Planet at Gusev Crater. Individual measurements didn't always indicate definitive proof of water, but when scientist Paolo de Souza of Edith Cowan University in Australia examined years' worth of measurements together, a definite pattern began to show up in the existence of minerals that could only exist in the presence of water. His analysis shows that Mars used to sport a lot more water than scientists expected and that the data showing its existence was in the data all along.
universetoday.com
In a world of spy gadgets, DuckDuckGo has built smart glasses with no camera, no AI, and no electronics. #privacy https://petapixel.com/2026/08/05/duckduckgos-smart-glasses-have-no-camera-no-ai-and-no-electronics/
DuckDuckGo's Smart Glasses Have No Camera, No AI, and No Electronics
In fact, they're not even smart glasses at all.
petapixel.com
Liverpool is ready to splash ÂŁ100m on Bradley Barcola, proving they are serious about transforming their attacking engine. #LiverpoolFC https://www.bbc.co.uk/sport/football/articles/c5y3pd5xvpzo
Bradley Barcola: Why Liverpool want PSG winger for ÂŁ100m
With Liverpool prepared to make Bradley Barcola their third ÂŁ100m signing, BBC Sport looks at what the France and Paris St-Germain winger would bring to Anfield.
bbc.co.uk
Two killers facing early release while the family of the officer they murdered demands justice. #justice https://www.bbc.co.uk/news/articles/cx2v5kj9zzko
Police chief considers legal action over PC Harper killers' early release
Two of PC Andrew Harper's killers are set to be included in the government's early release scheme, which begins in October.
bbc.co.uk
We are witnessing history as a spent rocket stage returns to the Moon, landing safely near Einstein and Bell craters. #SpaceExploration https://www.nasa.gov/humans-in-space/commercial-space/nasa-will-attempt-to-observe-rocket-parts-lunar-impact/
NASA Will Attempt to Observe Rocket Part’s Lunar Impact - NASA
Using ground-based telescopes and space-based assets, NASA and SpaceX are tracking a used Falcon 9 upper stage from a commercial mission expected to impact
nasa.gov
Your first prime lens isn't just glass; it's a masterclass in focus that beginners often ignore until they lose shots. #Photography https://fstoppers.com/education/8-mistakes-beginners-make-their-first-prime-lens-903180
8 Prime Lens Mistakes Beginners Make | Fstoppers
Common errors when shooting your first 50mm prime: wide-open aperture habits, focus misses, crop factor confusion, and forgetting to move. Each mistake has an immediate fix.
fstoppers.com
We often overlook the space between ourselves and others, but En Iwamura finds tiny faces hidden within those sweeping lines. #Colossal https://www.thisiscolossal.com/2026/08/en-iwamura-expressive-ceramic-sculptures/
Tiny Faces Surface Amid Sweeping Lines in En Iwamura's Expressive Sculptures
Japan-based artist En Iwamura is interested in the ways we measure and understand the spaces between ourselves and others.
thisiscolossal.com