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Postgres 19 handles traffic spikes the way infrastructure should. Not with one fixed I/O pool sized for an imaginary average day. But dynamically. → Traffic spikes → The I/O queue grows → PostgreSQL notices → More workers launch → The queue clears → Extra workers disappear when demand drops... show more

alex shapalov

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96,131 views • 3 months ago •via X (Twitter)

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With federal workers returning to the office, traffic volume is heavy again. I encourage everyone to consider public transit—Ride On, Metrobus, Metrorail, or carpooling. It’s not just about avoiding traffic and the stress of driving, it can help the environment.

With federal workers returning to the office, traffic volume is heavy again. I encourage everyone to consider public transit—Ride On, Metrobus, Metrorail, or carpooling. It’s not just about avoiding traffic and the stress of driving, it can help the environment.

Montgomery County, MD - County Exec Marc Elrich

10,412 views • 1 year ago

Hon’ble CM Revanth Reddy garu, This stretch under the Metro is seeing daily, severe traffic congestion. The existing Khabrastan is blocking the required road widening/alignment. Just a kilometre away, a Hindu graveyard( Panjagutta Smasanavatika) road expanded. Why is the same standard not being applied here at Muslim Graveyard ? Citizens should not have to wait for High Court intervention for a basic infrastructure correction. Request an immediate survey and action.

Hon’ble CM Revanth Reddy garu, This stretch under the Metro is seeing daily, severe traffic congestion. The existing Khabrastan is blocking the required road widening/alignment. Just a kilometre away, a Hindu graveyard( Panjagutta Smasanavatika) road expanded. Why is the same standard not being applied here at Muslim Graveyard ? Citizens should not have to wait for High Court intervention for a basic infrastructure correction. Request an immediate survey and action.

Advocate Neelam Bhargava Ram

14,796 views • 2 months ago

During the SF power outage, Waymos shut down, but Tesla Robotaxis kept driving. When traffic lights went dark, Waymo vehicles relied on infrastructure and signals that were no longer there, so they all stopped for safety. Tesla Robotaxis did NOT. Tesla’s autonomy is built to see and understand the real world directly instead of depending on external systems. When things get messy like blackouts, broken lights, chaos, Teslas keep going, not Waymo. That’s the difference between infrastructure dependent autonomy and true AI-driven autonomy. Real world > perfect conditions.

During the SF power outage, Waymos shut down, but Tesla Robotaxis kept driving. When traffic lights went dark, Waymo vehicles relied on infrastructure and signals that were no longer there, so they all stopped for safety. Tesla Robotaxis did NOT. Tesla’s autonomy is built to see and understand the real world directly instead of depending on external systems. When things get messy like blackouts, broken lights, chaos, Teslas keep going, not Waymo. That’s the difference between infrastructure dependent autonomy and true AI-driven autonomy. Real world > perfect conditions.

Teslaconomics

58,807 views • 10 months ago

This is how the Sri Lankan traffic police start their day early in the morning. I hope one day our traffic police too will serve the nation with the same passion.

This is how the Sri Lankan traffic police start their day early in the morning. I hope one day our traffic police too will serve the nation with the same passion.

Akku

22,984 views • 2 months ago

Pune’s disastrous traffic situation is a classic case of the broken window effect. The system has collapsed because small violations became normalised. Every single day, thousands break basic traffic rules with absolutely no fear of consequences. And why would they? Traffic police are barely visible & enforcement is practically nonexistent. Admin washes their hands off by saying Punekars have no regard for the traffic laws. It’s easy blame the people for all civic failures!

Pune’s disastrous traffic situation is a classic case of the broken window effect. The system has collapsed because small violations became normalised. Every single day, thousands break basic traffic rules with absolutely no fear of consequences. And why would they? Traffic police are barely visible & enforcement is practically nonexistent. Admin washes their hands off by saying Punekars have no regard for the traffic laws. It’s easy blame the people for all civic failures!

Shilpa Godbole

11,735 views • 6 months ago

Ulyanovsk region, Russia ❗ ⛽🥳 ⛽️ Another traffic jam at a gas station paralyzed traffic in Ulyanovsk! Due to the queue at the gas station, traffic was paralyzed on Seldisky Highway.

Ulyanovsk region, Russia ❗ ⛽🥳 ⛽️ Another traffic jam at a gas station paralyzed traffic in Ulyanovsk! Due to the queue at the gas station, traffic was paralyzed on Seldisky Highway.

LX

20,796 views • 4 months ago

You can be mistaken for thinking this is just traffic on both sides of the road. But all these bikes are without a care driving on the wrong side of the road. This is an everyday occurrence on our road. No traffic policeman in sight. Hugely risky for people driving on the right side of the road. Please do something Greater Chennai Traffic Police

You can be mistaken for thinking this is just traffic on both sides of the road. But all these bikes are without a care driving on the wrong side of the road. This is an everyday occurrence on our road. No traffic policeman in sight. Hugely risky for people driving on the right side of the road. Please do something Greater Chennai Traffic Police

Sumanth Raman

153,896 views • 2 months ago

VEGAS LOOP: ELON’S UNDERGROUND NETWORK IS EXPANDING FASTER THAN ANYONE EXPECTED The Boring Company’s Vegas Loop is no longer just a novelty, it’s quietly becoming the fastest-growing transit system in the U.S. •⁠ ⁠5 miles and 5 stations in 2022 has exploded to 70+ miles and 93 stations approved •⁠ ⁠Currently connects the Las Vegas Convention Center, Resorts World, and multiple hotels with zero above-ground traffic •⁠ ⁠Tunnels take less time to permit and build than any public infrastructure in Vegas history •⁠ ⁠More than 2M rides completed with Teslas since launch No traffic, no stoplights, just Teslas in tunnels, and it’s working. Source: The Boring Company, Tesla, Elon Musk

VEGAS LOOP: ELON’S UNDERGROUND NETWORK IS EXPANDING FASTER THAN ANYONE EXPECTED The Boring Company’s Vegas Loop is no longer just a novelty, it’s quietly becoming the fastest-growing transit system in the U.S. •⁠ ⁠5 miles and 5 stations in 2022 has exploded to 70+ miles and 93 stations approved •⁠ ⁠Currently connects the Las Vegas Convention Center, Resorts World, and multiple hotels with zero above-ground traffic •⁠ ⁠Tunnels take less time to permit and build than any public infrastructure in Vegas history •⁠ ⁠More than 2M rides completed with Teslas since launch No traffic, no stoplights, just Teslas in tunnels, and it’s working. Source: The Boring Company, Tesla, Elon Musk

Mario Nawfal

834,178 views • 10 months ago

📌Today’s Office: Kampala Northern Bypass: This morning, I watched school children and pedestrians confidently use the footbridge along the Northern Bypass, [Kyebando-Bukoto stretch], no worry of car crash risks!! Now this is what urban infrastructure should do; separate people from high-speed traffic, reduce conflict points, and protect vulnerable road users!!! We can therefore say this engineering solution did not only provide for vehicular traffic but also pedestrian safety! Let protect this very vital asset! Government of Uganda , the European Union and the Contractor Mota Engil delivered on this one!🤙🏾 #RoadSafetyUg Ministry of Works & Transport

📌Today’s Office: Kampala Northern Bypass: This morning, I watched school children and pedestrians confidently use the footbridge along the Northern Bypass, [Kyebando-Bukoto stretch], no worry of car crash risks!! Now this is what urban infrastructure should do; separate people from high-speed traffic, reduce conflict points, and protect vulnerable road users!!! We can therefore say this engineering solution did not only provide for vehicular traffic but also pedestrian safety! Let protect this very vital asset! Government of Uganda , the European Union and the Contractor Mota Engil delivered on this one!🤙🏾 #RoadSafetyUg Ministry of Works & Transport

Allan Ssempebwa Kyobe, Chart. PR

27,962 views • 8 months ago

Duffy: They spent $1.2 trillion on infrastructure in America. $1.2 trillion. None of it went to fix the air-traffic control system

Duffy: They spent $1.2 trillion on infrastructure in America. $1.2 trillion. None of it went to fix the air-traffic control system

Acyn

578,987 views • 1 year ago

✨🇨🇳No other country in the world can match China’s national infrastructure. Behind China's infrastructure miracles lies one simple goal: everything is for the people.

✨🇨🇳No other country in the world can match China’s national infrastructure. Behind China's infrastructure miracles lies one simple goal: everything is for the people.

🇨🇳XuZhenqing徐祯卿

864,918 views • 1 month ago

Good Morning, Bengaluru! It’s so nice to see people send videos of Namma Metro #PurpleLine chugging along the whole stretch, while roads are choking with traffic underneath. It’s an important reminder that the answer to traffic congestion is not building more roads, but building reliable and affordable public transport infrastructure. First time in BMRCL history, services have started without formal inauguration, thanks to PM Modi and MoHUA directing BMRCL to start services without waiting for any VIP inauguration. Do share your experience & let us know how was the ride. Have a great day! #StartPurpleLine #CitizenOverVIP

Good Morning, Bengaluru! It’s so nice to see people send videos of Namma Metro #PurpleLine chugging along the whole stretch, while roads are choking with traffic underneath. It’s an important reminder that the answer to traffic congestion is not building more roads, but building reliable and affordable public transport infrastructure. First time in BMRCL history, services have started without formal inauguration, thanks to PM Modi and MoHUA directing BMRCL to start services without waiting for any VIP inauguration. Do share your experience & let us know how was the ride. Have a great day! #StartPurpleLine #CitizenOverVIP

Tejasvi Surya

743,741 views • 3 years ago

All I asked for was a ride to the airport… I was expecting traffic, red lights, and maybe a long wait. Instead, the driver pressed ONE button and turned the taxi into a flying machine. Me: What the hell?! Driver: Traffic was bad today. Honestly… bro found the ultimate way to beat rush-hour traffic.

All I asked for was a ride to the airport… I was expecting traffic, red lights, and maybe a long wait. Instead, the driver pressed ONE button and turned the taxi into a flying machine. Me: What the hell?! Driver: Traffic was bad today. Honestly… bro found the ultimate way to beat rush-hour traffic.

Nyla Carter

18,179 views • 2 months ago

TG govt, Analog and MEIL signed a MoU to collaborate on developing next-generation intelligent infrastructure and AI-driven urban solutions. • The MoU was signed in the presence of Chief Minister Revanth Reddy after a high-level meeting with Analog Founder & CEO Alex Kipman and MEIL MD P. Krishna Reddy. • They briefed the Chief Minister on the proposed #Hyderabad Traffic Pilot Project aimed at improving urban mobility and city management through advanced technologies. • Discussions focused on the progress of joint projects being undertaken by Analog and MEIL. • The companies presented their vision for next-generation intelligent infrastructure and physical intelligence-based solutions. • The companies showcased how sensors, robotics and AI can create safer, smarter and more responsive urban infrastructure. • Their presentation highlighted the concept of Cognitive Cities, including AI-enabled adaptive traffic signals, real-time congestion management, early detection of water leakages, smart energy management, and priority routes for ambulances and fire services during emergencies. • The companies also explained how data-driven infrastructure planning can improve governance and enhance citizen services. • Chief Minister Revanth Reddy directed officials to integrate Hyderabad’s traffic signals into a unified intelligent system. • He suggested AI-driven traffic management that dynamically adjusts signal timings based on traffic congestion and weather conditions. • The MoU aims to strengthen technological collaboration and accelerate innovation-led infrastructure development in Telangana.

TG govt, Analog and MEIL signed a MoU to collaborate on developing next-generation intelligent infrastructure and AI-driven urban solutions. • The MoU was signed in the presence of Chief Minister Revanth Reddy after a high-level meeting with Analog Founder & CEO Alex Kipman and MEIL MD P. Krishna Reddy. • They briefed the Chief Minister on the proposed #Hyderabad Traffic Pilot Project aimed at improving urban mobility and city management through advanced technologies. • Discussions focused on the progress of joint projects being undertaken by Analog and MEIL. • The companies presented their vision for next-generation intelligent infrastructure and physical intelligence-based solutions. • The companies showcased how sensors, robotics and AI can create safer, smarter and more responsive urban infrastructure. • Their presentation highlighted the concept of Cognitive Cities, including AI-enabled adaptive traffic signals, real-time congestion management, early detection of water leakages, smart energy management, and priority routes for ambulances and fire services during emergencies. • The companies also explained how data-driven infrastructure planning can improve governance and enhance citizen services. • Chief Minister Revanth Reddy directed officials to integrate Hyderabad’s traffic signals into a unified intelligent system. • He suggested AI-driven traffic management that dynamically adjusts signal timings based on traffic congestion and weather conditions. • The MoU aims to strengthen technological collaboration and accelerate innovation-led infrastructure development in Telangana.

Naveena

30,859 views • 4 months ago

Shadow traffic proves a candidate is operationally sound. It can't tell you if users like it better. A/B testing belongs at the endpoint, not in your app code. Same endpoint name, API, and keys for your clients. No feature flags, no hash-mod-100 in client code, no spreadsheet explaining what group A vs B means. Split a live endpoint's traffic into one control and up to 20 variants, each with a fixed percentage. Ramp with a single call. Delete the experiment and 100% of traffic returns to the control, with nothing left to unwind. Read the full walkthrough:

Shadow traffic proves a candidate is operationally sound. It can't tell you if users like it better. A/B testing belongs at the endpoint, not in your app code. Same endpoint name, API, and keys for your clients. No feature flags, no hash-mod-100 in client code, no spreadsheet explaining what group A vs B means. Split a live endpoint's traffic into one control and up to 20 variants, each with a fixed percentage. Ramp with a single call. Delete the experiment and 100% of traffic returns to the control, with nothing left to unwind. Read the full walkthrough:

Together AI

16,101 views • 2 months ago

Your signal shouldn’t die just because the road does This Cybertruck Starlink mount is built for places with zero infrastructure No towers, no coverage, no problem When everything else drops off, Starlink keeps you online where it actually matters

Your signal shouldn’t die just because the road does This Cybertruck Starlink mount is built for places with zero infrastructure No towers, no coverage, no problem When everything else drops off, Starlink keeps you online where it actually matters

Mario Nawfal

53,825 views • 7 months ago

North Bengaluru is booming. But its roads tell a different story. 🚧 Kogilu residents are demanding the long-pending CDP road after an online petition crossed 1,000 signatures. With new apartments, tech parks and thousands of new residents, locals say infrastructure must keep pace with growth. Fed up with state of infra, residents have started signature campaign. Will Bengaluru North City Corporation officials act? Could this become the next major traffic bottleneck if delayed further? Krishna Byre Gowda Maheshwar Rao.M, IAS #Bengaluru #NorthBengaluru #Infrastructure #Traffic

North Bengaluru is booming. But its roads tell a different story. 🚧 Kogilu residents are demanding the long-pending CDP road after an online petition crossed 1,000 signatures. With new apartments, tech parks and thousands of new residents, locals say infrastructure must keep pace with growth. Fed up with state of infra, residents have started signature campaign. Will Bengaluru North City Corporation officials act? Could this become the next major traffic bottleneck if delayed further? Krishna Byre Gowda Maheshwar Rao.M, IAS #Bengaluru #NorthBengaluru #Infrastructure #Traffic

Bengaluru Post

10,138 views • 3 months ago