#apiscaling Suchergebnisse

Wish to build scaling laws for RL but not sure how to scale? Or what scales? Or would RL even scale predictably? We introduce: The Art of Scaling Reinforcement Learning Compute for LLMs

Devvrit_Khatri's tweet image. Wish to build scaling laws for RL but not sure how to scale? Or what scales? Or would RL even scale predictably?
We introduce: The Art of Scaling Reinforcement Learning Compute for LLMs

𝗜 𝗵𝗮𝘃𝗲 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗱 𝗔𝗣𝗜𝘀 𝘁𝗵𝗮𝘁 𝘀𝗲𝗿𝘃𝗲 𝗺𝗶𝗹𝗹𝗶𝗼𝗻𝘀 𝗼𝗳 𝘁𝗿𝗮𝗻𝘀𝗮𝗰𝘁𝗶𝗼𝗻𝘀 𝗲𝗮𝗰𝗵 𝘆𝗲𝗮𝗿. Here's what I've learned about building APIs that scale effectively. Avoid these mistakes: ❌ Starting a project with Microservices and Kubernetes ❌…

AntonMartyniuk's tweet image. 𝗜 𝗵𝗮𝘃𝗲 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗱 𝗔𝗣𝗜𝘀 𝘁𝗵𝗮𝘁 𝘀𝗲𝗿𝘃𝗲 𝗺𝗶𝗹𝗹𝗶𝗼𝗻𝘀 𝗼𝗳 𝘁𝗿𝗮𝗻𝘀𝗮𝗰𝘁𝗶𝗼𝗻𝘀 𝗲𝗮𝗰𝗵 𝘆𝗲𝗮𝗿.

Here's what I've learned about building APIs that scale effectively.

Avoid these mistakes:

❌ Starting a project with Microservices and Kubernetes
❌…

Connecting Backend APIs in Frontend : the advanced way → Use TanStack Query for caching & background refetch. → Implement abort controllers to cancel API calls on route change. → Add Axios interceptors for token refresh & retry logic. → Maintain a typed API layer for clean…

akshad_999's tweet image. Connecting Backend APIs in Frontend : the advanced way 
→ Use TanStack Query for caching & background refetch.
→ Implement abort controllers to cancel API calls on route change.
→ Add Axios interceptors for token refresh & retry logic.
→ Maintain a typed API layer for clean…

How do we design effective and safe APIs? APIs have increasingly become the backbone of modern software. To understand some of the key principles and best practices of API design, Let's analyze a social media platform example: 🔹 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲 𝗻𝗮𝗺𝗶𝗻𝗴 ↳ Clarity is…

NikkiSiapno's tweet image. How do we design effective and safe APIs? 

APIs have increasingly become the backbone of modern software.

To understand some of the key principles and best practices of API design, Let's analyze a social media platform example:

🔹 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲 𝗻𝗮𝗺𝗶𝗻𝗴
↳ Clarity is…

Your ultimate API Design cheat sheet. Bookmark this. Don't design mediocre APIs. > Idempotency > Pagination (Cursor vs. Offset) > GraphQL vs. REST vs. gRPC > API Gateway vs. BFF > WebSockets vs. Long Polling > Versioning Strategies > Optimistic Locking > Throttling & Quotas

asmah2107's tweet image. Your ultimate API Design cheat sheet.

Bookmark this.

Don't design mediocre APIs.

> Idempotency
> Pagination (Cursor vs. Offset)
> GraphQL vs. REST vs. gRPC
> API Gateway vs. BFF
> WebSockets vs. Long Polling
> Versioning Strategies
> Optimistic Locking
> Throttling & Quotas

Today, we’re launching the Parallel Search API, the most accurate web search for AI agents, built using our proprietary web index and retrieval infrastructure. Traditional search ranks URLs for humans to click. AI search needs something different: the right tokens in their…


The first fantastic paper on scaling RL with LLMs just dropped. I strongly recommend taking a look and will be sharing more thoughts on the blog soon. The Art of Scaling Reinforcement Learning Compute for LLMs Khatri & Madaan et al.

natolambert's tweet image. The first fantastic paper on scaling RL with LLMs just dropped. I strongly recommend taking a look and will be sharing more thoughts on the blog soon.

The Art of Scaling Reinforcement Learning Compute for LLMs
Khatri & Madaan et al.

APIs help applications communicate and exchange and verify data. And in this in-depth guide, @KraneOliver explains how they work and their different types. You'll also learn about their different architectural styles like REST, SOAP, and GraphQL + how to choose the right…

freeCodeCamp's tweet image. APIs help applications communicate and exchange and verify data.

And in this in-depth guide, @KraneOliver explains how they work and their different types.

You'll also learn about their different architectural styles like REST, SOAP, and GraphQL + how to choose the right…

Voyager APIs are LIVE TODAY! Pre-indexed and aggregated Starknet data so you don’t run an indexer. From $65/month⚡️ 🔗 apis.voyager.online

0xvoyageronline's tweet image. Voyager APIs are LIVE TODAY!

Pre-indexed and aggregated Starknet data so you don’t run an indexer.

From $65/month⚡️

🔗 apis.voyager.online

Codemaps is now live! We have found that by far the largest constraint on your ability code, whether manually or with agents, is your ability to understand the code you are working with. When you move fast with low understanding, you get slop. When you move fast and scale…

windsurf's tweet image. Codemaps is now live!

We have found that by far the largest constraint on your ability code, whether manually or with agents, is your ability to understand the code you are working with.

When you move fast with low understanding, you get slop.

When you move fast and scale…
windsurf's tweet image. Codemaps is now live!

We have found that by far the largest constraint on your ability code, whether manually or with agents, is your ability to understand the code you are working with.

When you move fast with low understanding, you get slop.

When you move fast and scale…
windsurf's tweet image. Codemaps is now live!

We have found that by far the largest constraint on your ability code, whether manually or with agents, is your ability to understand the code you are working with.

When you move fast with low understanding, you get slop.

When you move fast and scale…

Introducing Codemaps in @windsurf! powered by SWE-1.5 and Sonnet 4.5 “Your code is your understanding of the problem you’re exploring. So it’s only when you have your code in your head that you really understand the problem.” — @paulg



Scaling isn’t about adding servers. It’s about removing bottlenecks. Before scaling out, ask: CPU bound? 🖥️ Memory bound? 💾 I/O bound? 📂 Network bound? 🌐 80% of the time, it’s one of these. Fix the bottleneck → then scale.


Wrapped up Week 28.2 Dived deep into Auto Scaling Groups learned about (Images) AMIs, Scaling architecture, launch templates, load balancers, target groups, and dynamic scaling policies. Now can make EC2 instances scales automatically even while I’m asleep. Thanks to @kirat_tw

anjany06's tweet image. Wrapped up Week 28.2 
Dived deep into Auto Scaling Groups 
learned about (Images) AMIs, Scaling architecture, launch templates, load balancers, target groups, and dynamic scaling policies.
Now can make EC2 instances scales automatically even while I’m asleep. Thanks to @kirat_tw

Agents are only as good as their context. They need the vast knowledge base of the web to be truly effective. We've seen companies realize this over the past year. They know high accuracy search for agents is a critical differentiator. For them, it's a no brainer to use @p0 -…

Today, we’re launching the Parallel Search API, the most accurate web search for AI agents, built using our proprietary web index and retrieval infrastructure. Traditional search ranks URLs for humans to click. AI search needs something different: the right tokens in their…



introducing AI upscaling FREE for ALL PRO users on arcads.ai > upload a video > click upscale > boost the quality of your video


AGII advances automation systems to scale Web3 execution and governance, driving smarter, faster decentralized performance. Read more: apnews.com/press-release/…

TheAGII's tweet image. AGII advances automation systems to scale Web3 execution and governance, driving smarter, faster decentralized performance.

Read more: apnews.com/press-release/…

How do big apps handle unpredictable traffic? They don’t. Auto Scaling Groups watch the load, launch new EC2s when traffic spikes, and terminate them when it drops. Scale smart. Not manually.

anjany06's tweet image. How do big apps handle unpredictable traffic? 
They don’t. 
Auto Scaling Groups watch the load, launch new EC2s when traffic spikes, and terminate them when it drops. Scale smart. Not manually.

Fun exercise for the weekend. Deploy FastAPI application over AWS Lambda functions. Serverless deployments are cost efficient, support auto scaling and are simpler to manage in a CI/CD deployment. Pretty useful.

TheGlobalMinima's tweet image. Fun exercise for the weekend.

Deploy FastAPI application over AWS Lambda functions. Serverless deployments are cost efficient, support auto scaling and are simpler to manage in a  CI/CD deployment. Pretty useful.

8 API Architectural Styles You Should Know - REST - SOAP - GraphQL - gRPC - WebSockets - Webhooks - MQTT - AMQP 🚨 Join Waiting List for New 10+ Hour Linux Course - bit.ly/44CI2bK Image creds to Brij kishore Pandey #http #rest #systemdesign #api


Build and run AI agents with just a few lines of code! Apify lets you turn any Python or JavaScript project into a runnable micro-app called an Actor. Each Actor has defined inputs, outputs, and its own runtime. You can deploy it once and trigger it through the API, scheduler,…

Sumanth_077's tweet image. Build and run AI agents with just a few lines of code!

Apify lets you turn any Python or JavaScript project into a runnable micro-app called an Actor.

Each Actor has defined inputs, outputs, and its own runtime. You can deploy it once and trigger it through the API, scheduler,…

🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️

kiran_nitw's tweet image. 🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! 
High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️
kiran_nitw's tweet image. 🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! 
High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️
kiran_nitw's tweet image. 🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! 
High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️

🤯 One billion API requests: a nightmare or just another day? At #DevConf2025 Cape Town, Waldo Scheun reveals how to transform your API infrastructure from bottleneck to business engine. Practical wisdom from a microservices wrangler with a side of dad jokes. #APIScaling

devconfza's tweet image. 🤯 One billion API requests: a nightmare or just another day? At #DevConf2025 Cape Town, Waldo Scheun reveals how to transform your API infrastructure from bottleneck to business engine. Practical wisdom from a microservices wrangler with a side of dad jokes. #APIScaling

Danish Chopra recently shared his experience with Forbes regarding how Amenify uses Graphql to scale its backend API effectively. Read more here 🔗t.ly/Jj1xb #Amenify #GraphQL #APIscaling #TechInnovation #RealEstateTech #BackendDevelopment


Amazon Web Services says overwhelmed network devices triggered outage b.mamund.com/33rvNo9 "Since Amazon’s Support Contact Center also runs on the AWS network, customers weren’t able to create support cases for seven hours during the outage" #api360 #apiScaling


Keine Ergebnisse für "#apiscaling"

🤯 One billion API requests: a nightmare or just another day? At #DevConf2025 Cape Town, Waldo Scheun reveals how to transform your API infrastructure from bottleneck to business engine. Practical wisdom from a microservices wrangler with a side of dad jokes. #APIScaling

devconfza's tweet image. 🤯 One billion API requests: a nightmare or just another day? At #DevConf2025 Cape Town, Waldo Scheun reveals how to transform your API infrastructure from bottleneck to business engine. Practical wisdom from a microservices wrangler with a side of dad jokes. #APIScaling

🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️

kiran_nitw's tweet image. 🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! 
High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️
kiran_nitw's tweet image. 🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! 
High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️
kiran_nitw's tweet image. 🔥 Scaling APIs lab🧪→plant🏭? ARC (Accelerating Rate Calorimeter) tames thermal runaways! 
High Φ & small samples downside. Pharma safety essential! #ThermalRunaway #APIScaling #ChemEng 🚀🛡️

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