Engineering Blogs
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Monday, July 13, 2026
AWS Machine Learning
OpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon Bedrock
Dereuromark
Twenty years of Markdown hindsight, in one markup language: Carve
MIT AI News
How MIT students are helping to prevent cyberattacks
NVIDIA Developer
NVIDIA Ising Decoding Cuts Color Code Logical Error Rates by Over 300X
MIT AI News
AI agents create virtual playgrounds to help robots get crucial training data
AWS
Amazon SQS turns 20: Two decades of reliable messaging at scale
AWS Machine Learning
When your brain works differently, AI isnโt a luxuryโitโs accessibility
AWS Machine Learning
Building an agentic AI solution at Bluesight with Amazon Bedrock
AWS Machine Learning
Implement on-behalf-of token exchange for multi-tenant agents with Amazon Bedrock AgentCore Gateway
AWS Machine Learning
Launching UI for generative AI inference recommendations in Amazon SageMaker AI
AWS
AWS Weekly Roundup: AWS Builder Center at 1 year, Network Scanning in Security Hub, Loom for AWS, and more (July 13, 2026)
Martin Fowler
Fragments: July 13
Facebook
Modernizing the Meta Ads Service With an Open-Source Kernel Scheduler
NVIDIA Developer
Extreme Event Likelihoods with Guided Generative Models
Raymond Chen
Why donโt we just make the entire stack out of guard pages?
Real Python
LangGraph Tutorial: Build Stateful AI Agents in Python
Atomic Object
Design Doesnโt Have A Finish Line
Cloudflare
Introducing Precursor: detecting agentic behavior with continuous client-side signals
Atomic Object
How to Host a Static Site on AWS for the Price of a Domain
Real Python
Quiz: LangGraph: Build Stateful AI Agents in Python
Codrops
Where Stories Become Interactive Worlds: How makemepulse Brings Ideas to Life Across Web, XR, and Beyond
Antirez
Control the ideas, not the code
Adyen Tech
A Deep Dive into Table partitioning Part 5: Partitioning an environment not individual tables
Adyen Tech
Building a GlobalStream: Replication Challenges and Optimizations
Adyen Tech
Inside Cilium CNI: solving mysterious Kubernetes pod setup timeouts
HashiCorp
Preparing for the post-quantum era: Discover and prioritize now
Vercel
Open-weight models surge to 29% of volume, price per token flattens
The Daily WTF
The Easy No
APNIC
Data synchronization
Laravel
Uvora: A macOS Menu Bar App for Finding Laravel Projects
MIT AI News
New method aims to keep kids safe from illegal AI-generated content
Rust
crates.io: development update
Lea Verou
In defense of polyfills
Vercel
AI Gateway leaderboards, now with open data and shareable charts
Pulumi
Sign in to Pulumi Cloud with Passkeys
Vercel
Configure which sources can create deployments with Deployment Policies
Clickhouse
How Insider One uses ClickHouse Cloud to power real-time customer engagement at scale
Vercel
Web Analytics and Speed Insights are now more cost-efficient
Thoughtbot
Migrating to native stack navigation, with a surprise from iOS 26
Auth0
Closing the Audit Gap in Human-to-Agent Delegation
CodeName One
Store Submissions As Code: App Store, Google Play, And Huawei AppGallery
Sunday, July 12, 2026
APNIC
Life on the Internet adoption curve
Atomic Object
The Story Behind Our Office Mural: A Conversation with Muralist Bella Dearr
NVIDIA Developer
How to Evaluate General-Purpose Robot Policies for Real-World Deployment
Josh Sherman
Sandbox Coding Agents with a Separate User Account
Nicolas Frรคnkel
Making ServiceLoader usable: a provider factory
CodeName One
AR And VR In Java: ARKit, ARCore, And A Virtual Room You Can Debug
Crystal
Releasing Execution Contexts
Saturday, July 11, 2026
Yegor Bugayenko
Ratโs Skills: Making Friends and Betraying Them
Daniel Lemire
X just gave us an interface that AI agents can use. I pointed it at my own posts.
Jon Skeet
Forking an open source project
Atomic Object
With AI Agents, Attention is the New Bottleneck
Jeffrey Zeldman
Stalin decided what was good science. Millions starved.
Eli Bendersky
Dot product: Component vs. Geometric definition
CodeName One
The Certificate Wizard Is Now A Standalone App, And It Stopped Impersonating You
Swizec Teller
The one thing every experienced engineer gets wrong
Vercel
Seedream 5.0 Pro is now available on AI Gateway
Friday, July 10, 2026
Databricks
The agentic marketing stack starts with the data layer
NVIDIA Developer
Reducing High-Bandwidth Memory Bottlenecks in JAX-Based LLM Training with Host Offloading
Amazon Science
Amazon and University of Michigan give robots a sense of touch
Databricks
Introducing Feature Views
NVIDIA Developer
Kernel Fusion in NVIDIA CUDA: Optimizing Memory Traffic and Launch Overhead
NVIDIA Developer
AI Model Co-Design: Hardware-Friendly LLM Design
GitHub
Better tools made Copilot code review worse. Here’s how we actually improved it.
Vercel
Traces now support Tree and Waterfall views
Confluent
Tableflow: Turn Kafka Topics into Iceberg Tables
AWS Machine Learning
Fine-tune NVIDIA Nemotron 3 models with Amazon SageMaker AI serverless model customization
AWS Machine Learning
Real-time dental image verification with Amazon SageMaker AI at Henry Schein One
AWS Machine Learning
Build a semantic layer for agentic AI on AWS with Stardog and Amazon Bedrock AgentCore
AWS Machine Learning
Scaling agentic workflows with native case management in Amazon Quick Automate
AWS Machine Learning
Deploying quantized models on Amazon SageMaker AI with Unsloth
AWS Machine Learning
How KTern.AI built agentic AI for SAP on Amazon Bedrock AgentCore
AWS Machine Learning
Disaggregated prefill and decode for LLM inference on SageMaker HyperPod
Raymond Chen
The case of the mysterious changes to integers when there shouldnโt have been any code generation effect
HashiCorp
Announcing the public beta of Vault Kubernetes key management
Codrops
The Sleepers: Creating an Atmospheric WebGL Experience with Lightweight Techniques
NVIDIA Developer
Accelerating End-to-End Co-Folding Performance with NVIDIA BioNeMo Agent Toolkit
Cloudflare
Improving Smart Tiered Cache for Public Cloud Regions
Atomic Object
Want Better Design-to-Code Results from Your Coding Agent? Start with a Design System.
Real Python
The Real Python Podcast โ Episode #302: Constructing and Judging Modern Agentic Workflows
APNIC
APNIC Publishes Submission to Malaysia Public Consultation
Databricks
The ambulatory intelligence gap
Stack Overflow
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OpenAI
How Deutsche Telekom is rewiring telecommunications with AI
The Daily WTF
Error'd: Einfach so
Laravel
Passwordless Sign-In with Fortify Two-Factor Support in Laravel
CodeName One
How We Beat HotSpot Performance (By Cheating, But Not Like That)
Clickhouse
One Driver, One Format, Every Language: ADBC
Datadog Engineering
Making agentic token costs visible in production
OpenAI
Getting started with ChatGPT
Grab
Scaling Grab's Data Lake: Our journey to Apache Iceberg adoption
Thoughtbot
Past and present thoughtbotters at LRUG this Monday
Hugging Face
Profiling in PyTorch (Part 3): Attention is all you profile
Clickhouse
ClickHouse on Docker Hardened Images
Thursday, July 9, 2026
Databricks
Ask, build, compose: What our 5th Genie Hackathon taught us about Databricks Genie
Lyft
From Day 1 to Production: Building Lyftโs Analytics & Rides Intelligence Assistant as Onboardingโฆ
Simon Willison
The new GPT-5.6 family: Luna, Terra, Sol
NVIDIA Developer
Synthetic Data Generation for Financial AI Research with NVIDIA NeMo
DigitalOcean
Scale Faster with Managed Weaviate: Now in Public Preview on DigitalOcean
NVIDIA Developer
A Practical Guide to GPU-Initiated Communication for Molecular Dynamics at Scale
.NET
Modernize .NET applications in the GitHub Copilot app
AWS Machine Learning
MCP tool design: Practical approaches and tradeoffs
AWS Machine Learning
Enhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and Route 53 integration
MIT AI News
Tiny robot boats build floating structures
Kotlin
The History of Kodee, Kotlinโs Mascot
Raymond Chen
Iโve decoded a #pragma detect_mismatch error and fixed the mismatch, but I still get the error
Cloudflare
Why we cannot wait for better post-quantum signature algorithms
OpenAI
GPT-5.6 is now the preferred model in Microsoft 365 Copilot
Amazon Science
Capturing token IDs during agentic interactions for better reinforcement learning
Atomic Object
5 Reasons Why I Vibe Coded a Mandarin Learning Tool
Duolingo Engineering
When to use โtรบโ and โustedโ in Spanish
Real Python
Quiz: Build Enumerations of Constants With Python's Enum
Codrops
Building an Interactive Wave Propagation Cube Grid with Three.js
OpenAI
GPT-5.5 Bio Bug Bounty
OpenAI
ChatGPT is now a partner for your most ambitious work
OpenAI
GPT-5.6: Frontier intelligence that scales with your ambition
HashiCorp
Building resiliency into Boundary session recording
Nordic APIs
What Is Scope Sprawl?
The Daily WTF
Flushed Out
APNIC
ASPA at APNIC: Strengthening BGP path validation
Vercel
Muse Spark 1.1 is now available on AI Gateway
Vercel
Build logs now redact Sensitive Environment Variable values
Clickhouse
How Trigger.dev is using ClickHouse to scale observability for long-running AI workflows
Snyk
Symlinks Are Still Scary (And Yes, You Can Commit Them to Git)
CodeName One
Game Builder Tutorial 3: Build a First-Person 3D Dungeon
Auth0
Delegation Is a Form of Respect. Here Is What That Actually Means
Vercel
GPT 5.6 Sol, Luna, and Terra now available on AI Gateway
Rust
Announcing Rust 1.97.0
Vercel
You can now deploy Lovable apps to Vercel
Wednesday, July 8, 2026
APNIC
[Podcast] Testing RSSAC 028 DNS root server name choices
GitHub
Automating cross-repo documentation with GitHub Agentic Workflows
AWS Machine Learning
Introducing Claude apps gateway for AWS
Laravel
AI Review for Laravel Upgrades
Databricks
Navigating a Synapse Migration to Databricks
NVIDIA Developer
Create a LangChain Deep Agents Harness Profile for NVIDIA Nemotron 3 Ultra to Improve Performance
Hugging Face
Data for Agents
AWS Machine Learning
Powering scientific discovery: BYOKG and GraphRAG for intelligent pharmaceutical research
AWS Machine Learning
Automatically sort and prioritize your mailboxes by using Amazon Bedrock
AWS Machine Learning
Building and connecting a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio
Databricks
Benchmarking Coding Agents on Databricksโ Multi-Million Line Codebase
NVIDIA Developer
Running Low-Latency Analytical Workloads with GPU-Accelerated Presto on NVIDIA GB200 NVL72
Microsoft TypeScript
Announcing TypeScript 7.0
AWS Machine Learning
Securing Amazon Bedrock AgentCore Runtime with AWS WAF
AWS Machine Learning
Manage AI applications on Mac with Jamfโs AI Governance and Amazon Bedrock
Jeffrey Zeldman
The Secret
Indeed
Bootstrap Confidence Intervals for LLM Evaluation
Real Python
How to Use GitHub
Raymond Chen
The other kind of control flow guard check: The combined validate and call
Timescale
The Data Layer for the AI Data Center
OpenAI
Our approach to government and national security partnerships
OpenAI
Separating signal from noise in coding evaluations
Cloudflare
Introducing Meerkat: an experiment in global consensus
Atomic Object
Where the LLM Helped, and Where It Didnโt: Designing a Hard Comparison UI
Node.js
Node.js 26.5.0 (Current)
Duolingo Engineering
How to conjugate English verbs in the simple present
Duolingo Engineering
100+ regular and irregular verbs in English
Duolingo Engineering
How to use infinitives in English (and over 130 examples!)
Duolingo Engineering
2 ways to form the future tense in English
Real Python
Quiz: How to Use GitHub
Duolingo Engineering
How to use the present progressive in English
Duolingo Engineering
Types of English verbs: modals, auxiliaries, and more
Duolingo Engineering
The complete guide to English verbs
Duolingo Engineering
Past participles in English: how to form them and when to use them
Martin Fowler
Experiences with local models for coding
Codrops
Ten Years Away: Designing an Interactive Comic for Studio375โs Tenth Anniversary
OpenAI
Helping Kโ12 educators build practical AI skills
Databricks
How to Evaluate an Enterprise Analytics Platform
Kotlin
Introducing the Kotlin Benchmark for AI Coding Agents
Nordic APIs
Kin Lane on AI and the Future of APIs
The Daily WTF
CodeSOD: Module Test
Vercel
Vercel Agent: An agent you can let near production
Stack Overflow
What's left for infrastructure-as-code after AI moves in?โโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโโโ๏ปฟ๏ปฟโ
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Agent orchestration is so two-years agoโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโโโ๏ปฟ๏ปฟโ
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