Engineering Blogs

290 posts / 406 feeds / 7 days · OPML

Saturday, November 14, 2026

Databricks Apache Spark vs Apache Flink: which should you use?

Friday, November 13, 2026

AWS Machine Learning Production MLOps at GS Caltex with Amazon SageMaker Canvas, part 1
AWS Machine Learning Route coding agent requests to the right model on Amazon Bedrock with NVIDIA NeMo Switchyard
Vercel Daemons can now send traces to Vercel Tracing
NVIDIA Developer Faster Scientific Simulations with New FP64 Algorithms in NVIDIA cuBLAS
AWS Machine Learning Architecture patterns for fast session startup on Amazon Bedrock AgentCore runtime
AWS Machine Learning OpenFold3 on Amazon SageMaker JumpStart: Predict biomolecular structures
NVIDIA Developer Run GPU-Powered Black Hole Interferometry with NVIDIA cuPhoton
Cloudflare Kitesurf is now open source
AWS Machine Learning Cost-optimizing AssemblyAI speech-to-text inference on AWS with Amazon EC2 Spot
Cloudflare Adapting to AI penetration testing orchestrators: The Modern Security Model
Robin Wilson I released Cloud-Native Environment Agency DEM data!
NVIDIA Developer Run Native DLA Inference in Python on NVIDIA Jetson AGX Orin Using cuDLA
AWS Machine Learning Cost attribution and controls for AI developer and productivity tools on Amazon Bedrock
Vercel Token Pass now includes $150 in tokens for $30/month
AWS Machine Learning Build a model improvement flywheel with Amazon SageMaker HyperPod Data Capture
Hugging Face Build a Robot Pick-and-Place Simulation with SimReady Assets
Stack Overflow Your coding agent shouldn't grade its own homework
Hugging Face XYBench: Helping with the problem behind the question
Facebook Cuttlefish on Mac: Running Android’s Virtual Device Framework Natively on Apple Silicon
NVIDIA Developer Adapt Human Motion for Robots with NVIDIA SOMA Retargeter
NVIDIA Developer When One GPU Isn’t Enough: Serving GLM-5.3 Across Two NVIDIA DGX Stations with vLLM
Databricks OpenAI and Databricks: Enterprise AI on your governed data
OpenAI Introducing ChatGPT Wallet
Raymond Chen How can I make it easier to use the helper class that lets me pass more than one parameter to co_await?
Nubank Making AI initiatives work for Machine Learning Engineering
Nubank When the code is hard to trust: The hidden cost of technical uncertainty
Blender Project Setup: What’s In and What’s Next
Red Hat A day in the life of an NVIDIA H100 on Red Hat OpenShift 5
Hugging Face llama.cpp v1.0.0 : A stronger foundation for the local AI ecosystem
Real Python Anthropic and Google Make Their Best AI Models Cheaper
Cloudflare Introducing Spend Management: Spending limits and alerts for Cloudflare
Real Python Get Started With Meta Muse in Python: Spark and Glimmer
Red Hat Migrate BuildConfigs to builds for Red Hat OpenShift with one plug-in install
Atomic Object Zoom In Before You Call It a Quick Win
Clickhouse Introducing Loom: agent memory that keeps up with your code
Real Python The Real Python Podcast – Episode #319: Mentoring Developers Beyond the Code With Tim Schilling
Real Python Quiz: Working With JSON in Python
SeveralNines PostgreSQL + ClickHouse Recovery: Test the Whole Data Service
Jeffrey Zeldman Diggs This
Clickhouse SET allow_preview_features = 1: Self-service previews in ClickHouse Cloud
Stack Overflow Agentic search doesn't find pages, it assembles answers
The Daily WTF Error'd: The Artist Formerly Known As
MIT AI News New AI “copilot” helps engineers design better structures
MIT AI News Helping robots fit into the human workplace
Amit Merchant Giving AI Agents a Better Way to Debug CSS
Vercel Build cache size limit on Vercel increased to 5 GB
Vercel Vercel Security Review no longer requires a linked Vercel project
Datadog Engineering Investigate the person behind the risk with Cloud SIEM
Fly.io Throwing Out The Phonebook
CodeName One Shopify Was Wrong and Right to Dump React Native
Vercel Vercel Sandbox starts up to 4x faster
Crystal Crystal 1.22.3 is released!
Vercel Parallel Decisions now available on AI Gateway for free

Thursday, November 12, 2026

Laravel Laravel AI SDK 1.4 Lets Agents Recover From Tool Failures
APNIC Could pigeons deliver the Internet?
AWS Machine Learning Deploy frontier AI models on AWS Trainium with SGLang-Neuron
Databricks Dispelling LTAP myths
AWS Machine Learning How Natera designed an agentic AI system for lab ops with Amazon Bedrock AgentCore
MIT AI News Three Lincoln Laboratory technologies receive 2026 R&D 100 Awards
Vercel Kimi K3.1 Pro is now available in Token Pass
AWS Machine Learning Four Amazon Bedrock inference choices that affect cost
OpenAI How Amplitude ships product improvements in 1–2 days with OpenAI
AWS Machine Learning Tokenomics at scale: Track and cap Amazon Bedrock spend per IAM principal with CUR 2.0 and AWS Budgets
Databricks How Constellation is building a governed data foundation on Databricks
Databricks Eclipse Aerospace simplifies flight-data ingestion with Databricks
Hugging Face LLMON: An LLM-Native Markup Language, now in Granite 4.1 3B and 8B
AWS Machine Learning Optimizing cost per task and proving agent ROI on Amazon Bedrock
AWS Machine Learning Building a self-service LLM gateway with Amazon Bedrock and LiteLLM
Google DeepMind Introducing Gemini 4 Hydrogen
AWS Machine Learning Run agents securely and efficiently with the next generation AgentCore runtime
Scrapinghub Five takeaways from Extract Summit Dublin
Databricks How H6.ai builds AI-powered financial automation with Lakebase Postgres
Databricks Lakehouse//RT: Scale real-time analytics, not your bill
Replit Replit Agent can now buy for your business and help you reach customers
AWS Machine Learning Migrate to Amazon Bedrock Managed Knowledge Base with your coding agent
Stack Overflow How do you hire a human? Q&A with Tom Harvey, Stack Overflow technical recruiter
AWS Machine Learning Build composable, interoperable multi-agent systems with A2A on AWS
AWS Machine Learning Fine-grained access control for Amazon Bedrock Managed Knowledge Base tools
AWS Machine Learning From prototype to production: Engineering agents with Agent DLC
Raymond Chen How can I pass more than one parameter to co_await?
Databricks Genie in Slack is now Generally Available: Governed AI cowork, right where work happens
Databricks How Block powers collaborative AI agents with Buzz and Unity Gateway
Martin Fowler Bliki: Generated Glossary
Red Hat Run Red Hat Enterprise Linux CoreOS on NVIDIA BlueField DPUs
Red Hat Agent harness engineering: Separating model capabilities from enforcement
Real Python Learn With Mentor AI: Working Through a Coding Exercise
Node.js Node.js 27.0.0-alpha.0.1.0 (Alpha)
Atomic Object We Have Coding Agents. What Is a Spike Now?
Vercel Workflow SDK 5: built for production
Duolingo Engineering 7 unique Spanish words that don’t *quite* translate
OpenAI Gondola doubles revenue as its team builds more with Codex
Real Python Quiz: Learn With Mentor AI: Working Through a Coding Exercise
Scrapinghub How do you manage the context window in Claude Code and other coding agents - like a ninja
OpenAI Holiday Extras is rethinking what it can build with Codex
Nordic APIs How API Governance Is Evolving In The Agentic Era
The Daily WTF CodeSOD: Next Month
MIT AI News New research could lead to faster, trustworthy AI models for climate prediction
APNIC 2026 APNIC Survey: Executive Council Response
Marcelo Rinesi The Shape of the Game
Vercel Vercel Sandbox now supports managed npm credentials
AWS Machine Learning Build autonomous AI agents with Amazon Bedrock and Spring AI
OpenAI Supporting research on AI and children’s safety
OpenAI Gilbert + Tobin rethinks the business of law with AI
Vercel Python 3.15 now available as a Vercel Managed Image
Thoughtbot Modernising legacy systems in UK banking and financial services
CodeName One Debug Your Dart in a Java Debugger, and JFX Central on a Phone
Hugging Face The Definitive Fine-Tuning Guide for 3D Generation Models
Vercel Inkling 2 Small now available on AI Gateway
Trivago Recycle your tests: many shades of green
Vercel Gemini 4 Hydrogen now available on AI Gateway
Rust Announcing Rust 1.100.0

Wednesday, November 11, 2026

Databricks Air gapped, not data dark: how Bright Machines gives customers live factory dashboards without opening the plant
AWS Machine Learning OpenAI Codex on Amazon Bedrock
Jeremy Kun CKKS — Rescaling
Laravel Laravel Read Replicas: Check if a Replica Has Caught Up
APNIC [Podcast] Submarine cable resilience and economics
Hayden James Linux Server Setup – Part 1: A Beginner’s Guide
AWS Test your applications against AWS locally with AWS Emulator
Bootstrap.com Bootstrap 5.3.9
Amazon Science Using mathematics to validate network configurations
Facebook Intelligent Delivery: Making Every Unit of Compute Serve Better Ads
NVIDIA Developer Validating GPU Platforms with Runtime AI Inventory via the NVIDIA DSX AI Factory
Node.js Node.js 26.13.1 (LTS)
Node.js Node.js 24.22.3 (LTS)
Node.js Node.js 22.23.5 (LTS)
Hayden James Best Linux Distro (2027)
Martin Fowler Tests as data: ensuring AI-generated code does what we want
Google DeepMind AlphaGenome 2: Deciphering how cells read DNA to better understand disease
Raymond Chen I didn’t write a program with emoji, but I did use a control character
Cloudflare Choosing QuePaxa, an unusual consensus algorithm
Red Hat What's new for developers in Red Hat Enterprise Linux 10.3 and 9.9
Red Hat Control multicluster costs with right-sizing in Red Hat Advanced Cluster Management 5
Real Python Python HTTPX: Making HTTP Requests With HTTPX2
Atomic Object How to Win Back Your Agency from Cognitive Surrender
Real Python Quiz: Python HTTPX: Making HTTP Requests With HTTPX2
Jeffrey Zeldman Better Day, Sunshine
OpenAI ChatGPT Plus for veterans and servicemembers
The Daily WTF In the Hole
Hugging Face BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model
Toptal A Practical Guide to Robot Programming in Python
Toptal NLP Models for Text Classification: How to Choose and Implement the Right Approach
Eli Bendersky Monads in Lean
APNIC SIDN publishes RSSAC002 traffic metrics for .nl
Laravel UUID Request Input and Migration Failure Events in Laravel 13.42
Lea Verou Candidate Statement for the 2026 W3C TAG Election
Node.js Wednesday, November 11, 2026 Security Releases
Clickhouse Bring high-performance analytics to your lakehouse with ClickHouse and Amazon S3 Tables
Vercel Gemini Decision 1 now available on AI Gateway
Evil Martians Building Uscreen’s remote, multi-tenant MCP server inside a Rails app
Rust Google Summer of Code 2026 results
Datadog Engineering Where to run AWS workloads and how to limit their access
OpenAI JioStar’s chief architect on AI discovery at 500M-user scale
CodeName One Port Your Spring Code With Fewer Edits, and Libraries That Bring Their Own Server
Hugging Face Token Pooling-Aware Training for Multi-Vector Embedding Models

Tuesday, November 10, 2026

Daniel Stenberg 30 years of Internet transfers with curl
Lyft Beyond Test Cards: A Fake Payment Provider for Testing at Scale
HubSpot Incident Report: August 11, 2026
HubSpot From Data Silos to Feature Serving: How We Unified Fragmented Data for Training, Inference, and Reuse
DigitalOcean QM, Y Combinator's Open-Source Agent Harness, Now Deploys in One Click on DigitalOcean
Airbnb Skipper, Airbnb’s embedded workflow engine, is now open source
Lyft Hiring Junior Engineers
Facebook Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations
HashiCorp From insight to action: improving infrastructure risk posture with Terraform and Concert
Facebook How We Built TLX: A Hardware-Native GPU Compiler for Production ML at Scale
.NET Announcing .NET 11
.NET .NET and .NET Framework November 2026 servicing updates
Google DeepMind Gemini 4 Carbon is now available
NVIDIA Developer Running AV Reasoning Models Within Onboard Compute and Latency Limits
Amazon Science Mitra-v2: Scaling synthetic pretraining for tabular foundation models
Raymond Chen Microsoft employee price list from 1987
Tailscale Share skills across users, teams, and agents with Aperture
NVIDIA Developer Agent Substrate: Advancing Kubernetes for Agents at Scale
NVIDIA Developer Start and Restore GPU Workloads in Seconds with NVIDIA Snapshot
NVIDIA Developer Manage Kubernetes Clusters for GPU Infrastructure with NVIDIA Kubernetes Engine
Martin Fowler Fragments: November 10
Martin Fowler Long-horizon agents and durable execution
Red Hat Lightbits is now certified for Red Hat OpenStack Services on OpenShift
Real Python Gemini 4 Carbon Explained: Google's Model That Thinks Longer
Real Python Python Coding Interview Practice: Hashing, Pointers, and Windows
Real Python Python Coding Interview Practice: Prefix Sums and Binary Search
Real Python Gemini 4 Carbon Draws a Python Reading a Book
Real Python Claude Fable 5.2 Draws a Python Reading a Book
Atomic Object Stuck with MongoDB? 5 Ways to Keep Analytics Possible
Duolingo Engineering Dear Duolingo: Why don’t we all speak the same language?
Daniel Lemire Telling your number parser what to expect
Google DeepMind Introducing AlphaProof Code: a breakthrough in verifying complex software at depth
Expedia How I Taught an AI to Read My Logs
Real Python Quiz: Python Coding Interview Practice: Prefix Sums and Binary Search
OpenAI Helping caregivers use AI in everyday life
Real Python Quiz: Getting Started With Git
Real Python Quiz: Python Coding Interview Practice: Hashing, Pointers, and Windows
Google DeepMind Opening the datasets behind our AI weather models
OpenAI Introducing Businesses in ChatGPT
OpenAI Closing the AI guidance gap in education
Stack Overflow Customer support is the gnarliest AI problem
OpenAI Singapore Airlines elevates travel & work with OpenAI technology
Nordic APIs Why API-First Is the Foundation for Telecom’s Future
Wix Engineering 7 Production Habits We Learned at Wix. The Hard Way
OpenAI Work at the Frontier: AI’s effect on freelance work
The Daily WTF CodeSOD: Plenty of IDs
MIT AI News MIT-led team receives funding to develop next-generation alternatives to modern weed killers
Teleport Introducing Teleport Beams: A Trusted Runtime for Securing Agents in Production Infrastructure
Datadog Engineering Monitor OCI workloads in US government clouds with Datadog
Vercel MiniMax H3 Image and Highspeed now available on AI Gateway
Vercel Gemini 4 Carbon now available on AI Gateway
Datadog Engineering Detect and respond to PHP2Shell with Datadog
Vercel Speed Insights and Web Analytics now support custom environments
Datadog Engineering Troubleshoot Kubernetes inference workloads with Datadog
Hugging Face Decision Models in Hugging Face
Teleport Phases: Git for container filesystems, or, what I built after leaving CNCF buildpacks.io
OpenAI Cogent and OpenAI build cyber defense factories for enterprises
CodeName One Packaging Java Apps for Xbox Developer Mode, and Why Consoles Need Help
Datadog Engineering Monitor and troubleshoot employee devices with Datadog End User Device Monitoring
Elastic Elastic Stack 8.19.25 released
Hugging Face Pay for Hugging Face Hub with your Google Cloud Account
Datadog Engineering Monitor OpenAI Codex usage and impact with Datadog
Go Go Turns 17
Teleport Announcing beam-init - a Rust init process for agents

Monday, November 9, 2026

Simon Willison Locating the source of a mysterious beep with Claude
Laravel Replay Missed Laravel Scheduled Tasks With Schedule Catchup
Laravel Search Polymorphic Relations and Filament Tables With Laravel Searchable
Kogan.com Eventually Consistent: How Do We Know the Systems Eventually Agree?
HubSpot Hedging Erasure-Coded Reads in HDFS
Yegor Bugayenko Back to Socrates
Vercel Vercel Sandbox snapshot creation is now up to 10x faster
Stack Overflow Never Share Your Password Again — The OAuth 2.0 Solution
Tailscale Grok Bot has a Tailscale integration—and now you can, too
Google DeepMind Gemini Robotics 2.5 accelerates real-world general dexterity
NVIDIA Developer Make a Robot Arm Feel Weightless with NVIDIA Holoscan 5
OpenAI ChatGPT Enterprise now available in AWS Marketplace
AWS AWS Weekly Roundup: AgentCore Runtime V2, Amazon DynamoDB bulk put items, and more (November 9, 2026)
Netflix Fact-Checking at Scale: Building a More Accurate and Efficient Synopsis Factuality System
Facebook Extending LLDB to Debug Applications That Span CPUs and GPUs
Clickhouse The observability UI as we know it is dead. So what comes next?
Clickhouse Announcing ClickHouse Observability - fully managed observability on ClickHouse Cloud
Clickhouse Introducing ClickHouse Security in private preview, built on RunReveal
Clickhouse Langfuse launches AI Gateway
Clickhouse ClickHouse Managed Postgres goes GA and Xata acquisition brings agentic capabilities to the service
Microsoft Edge Shop faster and save money with built-in tools in Microsoft Edge
Red Hat What's new in Red Hat OpenShift 5 for developers
Red Hat On-demand screen context in Red Hat Developer Hub intelligent assistant
Raymond Chen If the Windows Update hot patcher checks that the function hasn’t already been patched, does that mean you can’t install two hot-patches?
Real Python TDD With AI Agents: Design the Tests First, Let the Agent Implement
Atomic Object Building Software: Speed Counts, But Quality Matters More
Cloudflare Launching the Vite Ecosystem Fund
OpenAI Control Room: A central system to track and stop model workloads across our research infrastructure
Hugging Face Your Experts Have Partners. There's HOPE for Keeping Them Together
Hayden James 5 Network Devices for work-from-home and Small Business
Real Python Quiz: TDD With AI Agents: Design the Tests First, Let the Agent Implement
Hayden James What to buy for your Raspberry Pi
Berkeley AI Research (BAIR) BAIR at CoRL 2026
OpenAI CodeRabbit scales agentic software development and ships 20x more
OpenAI Kuken Industries searches 70 years of drawings in minutes
The Daily WTF CodeSOD: Eventually
APNIC The DOs and don’ts of post-quantum DNSSEC
MIT AI News A single AI model simulates the behavior of many substances, from sliding sand to folding proteins
Vercel Decision models take 26% of requests; Anthropic now wins new teams 2:1
MIT AI News AI-assisted learning platform helps robots reason beyond literal commands
Simon Willison Hide your slop PR descriptions behind <details><summary>
David Walsh STRG: S3-Compatible, AI-Native Cloud Storage (Sponsored)
Clickhouse The largest expansion of ClickHouse yet
Auth0 Authentication and Authorization: What's New in .NET 11
Vercel Vercel Container Registry now supports 2 GB compressed image layers
Armin Ronacher AI and Irontown
Datadog Engineering Catch incidents and pause faulty deployments automatically with Datadog Deployment Gates
Datadog Engineering Investigate Kubernetes health and processes with the Datadog MCP Server
Datadog Engineering Datadog achieves Cyber Essentials Plus certification for its UK operations and UK1 production environment
Clickhouse ClickHouse Unifies Enterprise AI Data Stack with Launch of Expanded Platform
Vercel Muse Ember now available on AI Gateway
Vercel Claude Fable 5.2 now available on AI Gateway
Pulumi Policy exceptions: enforce every policy, document every exception
Yelp Zero-Copy Migration: How Yelp Moved Its Cassandra Fleet Between Kubernetes Clusters
Thoughtbot NWRUG's (Manchester, UK) November 2026 meeting — (Un)learning programming
CodeName One Real-Time Java: Control Loops the Garbage Collector Never Stops
Snyk Say Yes To MCP, Safely A Guide For Governing AI Coding Agents With Evo ADS
Vercel Build disk space on Vercel increased to 64 GB
Vercel Workflow SDK now writes over WebSockets on Vercel
Vercel GLM 5.3 Flash is now available in Token Pass

Sunday, November 8, 2026

Real Python Memory Management in Python
Real Python Using Python's pip to Manage Your Projects' Dependencies
CodeName One Pulse: Heart Rate Zones From the Watch to the Trainer's Screen
Alex Russell Corruption Is A Cost-of-Living Issue: App Store Edition
Amit Merchant Safari Just Made Browser-Controlled Dark Mode Real
Josh Sherman Introducing Cuppa
Nicolas Fränkel Skills across coding assistants

Saturday, November 7, 2026

Atomic Object When You Feel Stuck in the Mud, Just Take One Step
Real Python Quiz: Managing Multiple Python Versions With pyenv
Marcelo Rinesi The SFI Index
Marcelo Rinesi The Next-to-Last Trick