Engineering Blogs
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Friday, June 12, 2026
Dropbox
How Dropbox uses MCP and Dash to close the design-to-code security gap
Hugging Face
olmo-eval: An evaluation workbench for the model development loop
Tailscale
More Tailscale tricks for your jailbroken Kindle
AWS Machine Learning
Build a meeting prep and follow-up assistant with Amazon Quick and Cisco Webex MCP servers
NVIDIA Developer
Deploy Long-Context Reasoning and Agentic Workflows with MiniMax M3 on NVIDIA Accelerated Infrastructure
AWS Machine Learning
From PDFs to insights: Architecting an intelligent document processing pipeline with AWS generative AI services
Stack Overflow
What's the facts, Charity? How do I get my leaders to stop running teams Into the ground?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๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏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๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโโโโ๏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
AWS Machine Learning
Built from the inside out: How AWS Professional Services became a frontier team first
Cloudflare
Scaling Security Insights: how we achieved a 10x increase in global scanning capacity
Timescale
When PostgreSQL Isn't the Right Fit: Recognizing Workloads That Need Different Architecture
Atomic Object
AI This, Optimise That โ But What Does Coding With It Actually Look Like?
Real Python
The Real Python Podcast โ Episode #299: EuroPython 2026: Celebrating 25 Years
Clickhouse
Building ClickCannon - a tool for benchmarking ClickHouse
Auth0
Implementing the Device Authorization Flow in a C\# Console App
Clickhouse
ใชใขใซใฟใคใ ๅๆใใผใฟใใผในใ้ธๅฎใใ้ใซๆณจ็ฎใในใใใคใณใ
Stack Overflow
Developers are emotionally attached to their toolsโโโโโ๏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๏ปฟโโโโโโโโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโ๏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๏ปฟโโโโโโโโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏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
The Daily WTF
Error'd: No Rush
APNIC
BGP Router ID structuring in IPv6 native networks
Marcelo Rinesi
The Intercalary Gambit
Laravel
Toolkit: Reusable AI Tools for the Laravel AI SDK
Clickhouse
ClickHouse achieves AWS Financial Services Competency
CodeName One
Native Java Win32, 3D Gaming, Printing and Wallet
OpenAI
How Preply combines AI and human tutors to personalize learning
Grab
Scaling out Distroless adoption with AI
Vercel
Program Claude Code, Codex, Pi and other agent harnesses with AI SDK
Thursday, June 11, 2026
Simon Willison
Claude Fable is relentlessly proactive
Databricks
Unlocking semantics for AI: How Mercedes-Benz Korea built trusted โTalk to Dataโ at scale
Databricks
Forward Deployed Engineering: Delivering Business Outcomes with AI
MIT AI News
Jinhua Zhao named head of the Department of Urban Studies and Planning
NVIDIA Developer
One-Click Multi-Tenant Security withย NVIDIA Quantum InfiniBand
Databricks
Ingesting the Milky Way: Petabyte-Scale with Zerobus Ingest
AWS Machine Learning
Extract Data with On-demand and Batch Pipelines Dynamically
Databricks
How ERGO Hestia reduced time-to-market with Lakebase and Mosaic AI Model Serving
MIT AI News
When it comes to predicting peopleโs preferences, it pays to consider โthe power of threeโ
Databricks
Welcoming the first cohort of Databricks student fellows
MIT AI News
MIT affiliates win 2026 Hertz Foundation Fellowships
Databricks
Geospatial Unbounded: Spatial SQL GA with AI/BI Maps, Delta Sharing, and Iceberg v3
Databricks
Azure Databricks at Data + AI Summit 2026 featuring Industry Leaders and Partners
HashiCorp
Terraform MCP server is now generally available
Clickhouse
Introducing Postgres to Postgres ClickPipes in ClickHouse Cloud
Microsoft Edge
Faster updates, enterprise-friendly schedule: the new Microsoft Edge release cycle
AWS Machine Learning
Evaluate AI agents systematically with Agent-EvalKit
AWS Machine Learning
Spot trends faster, sort smarter: Unlocking Sparklines and Custom Sort in Amazon Quick
AWS Machine Learning
Optimize blueprint extraction accuracy in Amazon Bedrock Data Automation
Databricks
Empower your healthcare agents with ready-to-use MCP on Databricks Marketplace
Laravel
Laracon US 2026 Reveals Its Full Speaker Lineup
Databricks
How Ecolab rebuilt retail intelligence on Databricks and Anthropic Claude
Laravel
The State of PHP 2026 Survey Is Now Open
Slack
Agentic Testing: Where Agents Fit in the E2E Testing Stack
Raymond Chen
Understanding the rationale behind a rule when trying to circumvent it
Atomic Object
Using AI Doesnโt Mean You Can Slack on Architecture
Real Python
Quiz: Serialize Your Data With Python
Duolingo Engineering
Cognates in Spanish and how to learn from them
Codrops
Sketching the Impossible: A 3D Portfolio Built Without a Single 3D Model
Clickhouse
Agentic analytics starts with query-ready data: the write-side cost of Snowflake vs. ClickHouse
Databricks
Stop building data products. Start building data services.
Stack Overflow
When the cost of code approaches zero, what does engineering leadership look like?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๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโ๏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๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏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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Announcing Stack Overflow for Agentsโโโโโ๏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๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏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๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏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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Wednesday, June 17, 2026 Security Releases
Replit
Package Firewall: Blocking 8,000+ malicious packages daily
MIT AI News
The consequences of relying on AI for accurate news
AWS Machine Learning
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
Matthew Green
The future of Siri, or: why private inference isnโt private enough
NVIDIA Developer
Delivering Lifecycle Control for AI Infrastructure at Scale with NVIDIA DGX Spark Enterprise Manageability
Daniel Lemire
Sovereign
.NET
.NET 11 Preview 5 is now available!
NVIDIA Developer
Model Quantization: Turn FP8 Checkpoints into High-Performance Inference Engines with NVIDIA TensorRT
.NET
.NET and .NET Framework June 2026 servicing releases updates
AWS
Anthropic Claude Fable 5 on AWS: Mythos-class capabilities with built-in safeguards now available
Scrapinghub
Enhancing AI model performance with fresh web data
Airbnb
Scaling beyond one: How Airbnb evolved its data architecture for a multi-product world
Tailscale
Redundancy only matters if you can reach it
AWS Machine Learning
Hands-free first notice of loss: Using Strands Agents and Amazon Bedrock AgentCore Browser Tool for intelligent claims intake
NVIDIA Developer
Accelerating Federated Learning Research with AI Agents and NVIDIA FLARE Auto-FL
Clickhouse
ClickHouse Agents: Claude-powered agentic analytics, now in public beta
AWS Machine Learning
Build an agentic incident triage assistant with Amazon Quick and New Relic
HashiCorp
HCP Packer adds enforced provisioners
Hugging Face
Introducing North Mini Code: Cohereโs First Model For Developers
Clickhouse
How QRT powers real-time research and risk management at petabyte scale
Google DeepMind
Fluid, natural voice translation with Gemini 3.5 Live Translate
NVIDIA Developer
Evaluate Clinical ASR Models Faster with Agent Skills and NVIDIA Nemotron Speech
Google DeepMind
Introducing Gemma 4 12B: a unified, encoder-free multimodal model
Google DeepMind
Powering the future of robotics in Europe
Real Python
Accessing Multiple AI Models With the OpenRouter API
Raymond Chen
The Microsoft Company Party where everybody played name tag swap
Codrops
Building an Interactive Digital Stamp Collection with Shaders, Postcards, and Playful Inspection
Duolingo Engineering
How to add a new course on Duolingo
Atomic Object
Getting Shit Done with Get Shit Done
Real Python
Quiz: Accessing Multiple AI Models With the OpenRouter API
OpenAI
How engineers at Nextdoor use Codex to build without limits
Real Python
Quiz: Embeddings and Vector Databases With ChromaDB
SeveralNines
Managing ClickHouse Resources in Multi-Tenant Environments
Hugging Face
How an Agent Built a 3D Paris Gallery by Chaining Two Hugging Face Spaces
OpenAI
What Codex unlocks for Notion
Stack Overflow
Creating checkpoints by gaslighting a Postgres databaseโโโโโ๏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๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏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๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโ๏ปฟโโโโโโโ๏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
Data Science at Microsoft
Calculating classification metrics in Power BI
HashiCorp
With great AI power comes the need for zero trust responsibility
Nordic APIs
6 Tips For Managing Multiple APIs
Vercel
Claude Fable 5 now available on AI Gateway
Scrapinghub
What's becoming of web scraping developers in the age of AI agents?
The Daily WTF
CodeSOD: Driven Development
Cloudflare
Defend against frontier cyber models: Cloudflare's architecture as customer zero
Okta
Okta Developer Connect San Francisco 2026 Recap
Scrapinghub
Building superior AI models with quality web data
APNIC
Provide your input onย increasingdiversity in APNIC community leadership
Clickhouse
ClickHouse appoints new leader for Asia Pacific and expands global go-to-market leadership team
Datadog Engineering
Detect and resolve endpoint issues across your fleet with Datadog
Vercel
Budgets for API keys on AI Gateway
OpenAI
Industrial policy for the Intelligence Age
Auth0
The Pre-Launch Identity Audit: Shipping Secure and Optimized Auth
CodeName One
Background Work, Push Topics, And Richer Notifications
Elastic
Meet Elastic's ERGs
Elastic
Onboarding at Elastic: What to expect
Vercel
Domain Search is now available through the Vercel CLI
Teleport
SOC 2 Controls for Non-Human Identities: CC6, CC7, and CC8
Evil Martians
2 Martians, greenfield to MVP in 4 weeks: agentic coding on Rails
Datadog Engineering
Autonomously monitor for impactful degradations with Bits Detection
Datadog Engineering
Securing the AI era: Outpace AI-powered attacks with unified security and observability
Datadog Engineering
Infinite Cardinality Metrics: Custom metrics built for modern systems
Datadog Engineering
Get reliable answers to business questions with Bits Data Analysis
Datadog Engineering
Automatically optimize database queries with Datadog Database Monitoring
Datadog Engineering
Monitor critical user journeys with Datadog Journey Monitoring
Datadog Engineering
Turn Datadog findings into automated code fixes with Bits Code
Datadog Engineering
Investigate Kubernetes resources with Datadog MCP tools
Datadog Engineering
DASH 2026 Security & Compliance: Guide to Datadogโs newest announcements
Hugging Face
Migrating Your GitHub CI to Hugging Face Jobs
Datadog Engineering
DASH 2026 Operating at Scale: Guide to Datadogโs newest announcements
Datadog Engineering
DASH 2026 End-to-End Observability: Guide to Datadogโs newest announcements
Datadog Engineering
DASH 2026 Harnessing AI: Guide to Datadogโs newest announcements
Datadog Engineering
DASH 2026: Guide to Datadogโs newest announcements
Datadog Engineering
Monitor Scaleway with Datadog
Datadog Engineering
Modernize Datadog API authentication with scoped credentials
Datadog Engineering
Monitor OVHcloud with Datadog
Datadog Engineering
Monitor Nebius AI Cloud with Datadog
Datadog Engineering
Accelerate OTel gateway resolutions with Datadog Fleet Automation
Datadog Engineering
Optimize Spark and Databricks jobs with Datadog
Thoughtbot
How I Built a Chrome Extension Wrapper (and Everything That Tried to Stop Me)
Datadog Engineering
Maintain observability during cloud outages with Datadog Disaster Recovery
Datadog Engineering
Resolve network issues from L7 to L1 with Datadog
Datadog Engineering
Remediate issues autonomously with Bits Infrastructure Operations
Datadog Engineering
Simplify request flows with Datadog Forms and Case Management
Datadog Engineering
Datadog MCP Apps: Interactive experiences in AI workflows
Datadog Engineering
Automate threat hunting with Datadog Cloud SIEM
Datadog Engineering
Comprehensively connect your service data with Service Remapping
Datadog Engineering
Ship internal applications from your AI Agent with Datadog Apps
Datadog Engineering
Ship code safely at AI speed with Bits Release
Datadog Engineering
Detect source code attacks with Datadog Code Threat Detection
Datadog Engineering
Investigate logs across your entire stack with Federated Logs
Datadog Engineering
Trace network paths from devices to SaaS applications
Datadog Engineering
Understand production LLM behavior with Patterns in Agent Observability
Pulumi
Stop Prompting. Design the Loop.
Datadog Engineering
Triage synthetic test failures faster with Bits Investigation
Datadog Engineering
Bring live Datadog telemetry into your AI agents with native integrations
Datadog Engineering
Get a unified view of system health with the Datadog Synthetic Monitoring landing page
Datadog Engineering
Monitor agent adoption with Datadog Agent Console
Datadog Engineering
Troubleshoot frontend performance with Datadogโs Browser Profiler
Datadog Engineering
Automate synthetic test coverage with Bits Testing
Datadog Engineering
Trace Azure-managed services in .NET applications with Datadog
Datadog Engineering
Improve AI agent quality with Bits Evals
Datadog Engineering
Start your day with the IDP Homepage
Monday, June 8, 2026
AWS
AWS Weekly Roundup: BYOM for Amazon RDS for SQL Server, AWS IoT Device SDK for Swift, and more (June 8, 2026)
SurveyMonkey
CNBC and SurveyMonkey American Dream Survey
Amazon Science
Real-world grounding in agentic AI
NVIDIA Developer
Train Models Faster with JAX and MaxText Using NVFP4 on NVIDIA Blackwell
.NET
.NET at Microsoft Build 2026: Must watch sessions
Amazon Science
Bridging intent and execution in agentic systems
AWS Machine Learning
Unlocking AI flexibility in Europe: A guide to cross-region inference for EU data processing and model access
AWS Machine Learning
Itโs safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCore
AWS Machine Learning
Better decisions at scale: How mathematical optimization delivers where intuition fails
AWS Machine Learning
End-to-end encrypted ML inference with Amazon SageMaker AI and FHE
AWS Machine Learning
Amazon Quick ARNs: Cross-account migration and namespace permissions
AWS Machine Learning
Evaluate your Amazon Nova Sonic voice agent at scale, no microphone required
Hayden James
Linux tmpfs for Speed and Temporary Storage
OpenAI
Confidential submission of draft S-1 to the SEC
Stack Overflow
What can 500 years of journalism teach developers about AI trustworthiness?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๏ปฟโโโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโโโโ๏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๏ปฟโโโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโโโโโโโโโ๏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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