Engineering Blogs

219 posts / 406 feeds / 7 days · OPML

Wednesday, August 19, 2026

Red Hat From describing to doing: How MCP makes AI-driven Ansible automation reliable

Red Hat The tokenomics of self-hosted LLMs

APNIC Asia Pacific privacy laws are arriving. Your NREN holds more personal data than you think.

Vercel Chat SDK adds Instagram adapter

Thoughtbot PMs Don't Need to Code, but They Do Need to Understand

Tuesday, August 18, 2026

Dereuromark Pandoc: What survives a conversion?

OpenAI ChatGPT Ads expands across Europe

Databricks Databricks Document Intelligence: pushing the frontier for complex document extraction

OpenAI Strengthening democratic oversight in national security

AWS Machine Learning Amazon Bedrock AgentCore payments is now generally available: Enabling agents to transact safely and autonomously at scale

Hugging Face How Much Memory Does Your Agent Actually Need?

NVIDIA Developer How AI Coding Agents Can Unlock Materials Simulation with NVIDIA ALCHEMI Toolkit

Jeffrey Zeldman Ebb, Meet Flow: Intrinsic Design in a Nutshell

AWS Machine Learning Customize Amazon Quick embedded chat into your application

AWS Machine Learning Implement vector-prompt document classification using Amazon Bedrock

AWS Machine Learning How Jumio built a real-time feature store on AWS

AWS Machine Learning Improve contract search accuracy with auto-generated filters in Amazon Bedrock

Vercel Vercel for Platforms can now deploy from your users' GitHub repositories

Dropbox Improving infrastructure efficiency for growing demand in the age of AI

NVIDIA Developer Run Massive-Scale UMAP in Minutes Using Multiple GPUs—Without Losing Accuracy

SurveyMonkey The employee engagement strategy every Chief People Officer needs to rethink

MIT AI News When AI art has no author: Study finds generated images often can’t be traced to training data

AWS Machine Learning How Axonius built secure multi-tenant AI agents on Bedrock AgentCore

Cloudflare BGP Role model: tracking the adoption of RFC 9234

Databricks When it comes to Governance, Retailers need a control plane for context

Martin Fowler Fragments: August 18

Databricks Evaluating AI Agents Live at the Grounded Reasoning Cup

Confluent New in Confluent Cloud and WarpStream: Evolving the Data Streaming Platform for AI, Scale, and Control

Confluent New in Confluent Intelligence and AI Tools: Making Agents Native to the Stream, Expanded Model Support, New Agent Skills, and Copilot

Real Python Working With Python's deque

Codrops Building an Animated Testimonial Hero Using the GSAP Timeline and Dynamic CMS Data

Vercel $1 million hacker challenge for Vercel Sandbox

Atomic Object Our AI Code Review Workflow, 7 Months Later

Duolingo Engineering Dear Duolingo: Can you learn a language in six months?

Real Python Quiz: Arduino With Python: How to Get Started

Real Python Quiz: Working With Python's deque

OpenAI Introducing ChatGPT for Teens: Built for learning, backed by protections

OpenAI Partnering with CodeAI to prepare the first AI generation

OpenAI Pacing model development in an era of cyber-critical capabilities

Stack Overflow Building an agentic SDLC with a QA engineering mindset

Red Hat Securing Claude Code plug-ins: Best practices for repository security

Honeybadger How we teach LLMs to write BadgerQL

OpenAI Asana cleared 5 years of engineering work in 2 weeks with Codex

The Daily WTF Floating Along

Snyk Benchmarking Secure-and-Functional Remediation and How Snyk Agent Fix Lifts Frontier-Model Fix Rates by over 14%

Red Hat Architecting the Red Hat OpenShift AI dashboard for Models-as-a-Service

Confluent Confluent Cloud for Apache Flink: Engine for Mission-Critical, Real-Time Operational Systems and dbt/SQL-Native Home for Data Science and AI

APNIC Time: The cornerstone of digital sovereignty and independence

Laravel Laravel Chores: Resumable Data Operations and Cleanups

Hugging Face Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers

Vercel Sign JWTs from your Functions without managing private keys

Jonathan Snook Connections, Part Two: Social Connections Without Social Media

OpenAI How NVIDIA scales expertise with ChatGPT Work

Elastic From retrieval to agents: 5 takeaways on production architecture for AI agents

Vercel Cline is now available in the AI SDK harness layer

Vercel GLM 5.3 now available on AI Gateway

Elastic Agentic treasury runs on searchable, observable context

Datadog Engineering Two ways to measure the cumulative impact of experiments

Datadog Engineering Centralize human and agentic work with Datadog Work Management

Datadog Engineering Trace AWS Lambda durable functions with Datadog

Thoughtbot How healthcare tech teams innovate while balancing speed and security

Auth0 Device Authorization Flow for a Rust CLI and an Axum API

Clickhouse What's New with Monitoring in PostgreSQL 19

Clickhouse How Sony LIV uses ClickHouse Cloud to deliver live streaming analytics at billion-row scale

Monday, August 17, 2026

Databricks How Databricks Feature Store serves features with sub-second freshness

SurveyMonkey CNBC and SurveyMonkey Q3 2026 Quarterly AI & Jobs Survey

Laravel Laravel Lock: Distributed Locks for Models and Routes

Laravel Lerd: A Free, Open Source Herd Alternative for Linux and macOS

Daniel Stenberg There’s a libcurl.dll in my system32

MIT AI News Q&A: Rethinking how innovation happens

Hugging Face Same Cluster, 33 Points More Utilization: What Changed Was the Order

Databricks The prototyping tax is killing your AI roadmap

NVIDIA Developer Developing Nemotron 3.5 Lightning NVFP4 with QAD Using NVIDIA Model Optimizer

AWS Machine Learning NVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart

Replit Black-box pen tests on Replit

AWS Machine Learning Build OpenClaw agents that transact with Amazon Bedrock AgentCore payments

Jeffrey Zeldman For students who make websites

Real Python How to Debug Python Code With an AI Agent

Raymond Chen How do functions like alloca allocate memory from the stack?

Kotlin Klibs.io Grows to 4,200+ KMP Projects With Smarter Discovery and New AI Integrations

Red Hat Build bootable image mode for Red Hat Enterprise Linux with image builder

Codrops Creativity at Enterprise-Scale, Without Compromise: The OFF+BRAND. Story

Atomic Object Fabled Too Hard? How I Stay Engaged in AI Development

Real Python Quiz: How to Debug Python Code With an AI Agent

Hayden James A Guide to Linux /proc Filesystem

Scrapinghub Fashion websites are the hardest to size up

Red Hat Kubernetes chaos engineering at scale: Krkn Operator Developer Preview in Red Hat Advanced Cluster Management

The Daily WTF The State of Ticketing

OpenAI The Defender’s Window

OpenAI OpenAI joins PORTS-Pike project

Laravel Let's Encrypt HTTPS on an IP Address With FrankenPHP

Laravel NativePHP v4: Build Native iOS and Android UI in Blade

OpenAI New policy ideas for the Intelligence Age

Marcelo Rinesi On Multiplicity / Sobre la Multiplicidad

APNIC India’s Internet ecosystem in 2026: Growth, resilience, and the road ahead

Vercel Deploy Cursor Origin repositories with Vercel in public beta

Vercel GPT-5.6 Sol is 50% off on AI Gateway for the next month

Stripe New currency capabilities for global businesses to cut FX costs

Auth0 Auth0 Learning: The New Skill-Building Platform for Developers

Thoughtbot Can’t touch the DOM? Reach for :has() to style any element

Sunday, August 16, 2026

Replit Govern Replit at scale

T.J. Maher Implementing Page Objects in Playwright

Simon Willison Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things

Atomic Object Stop Trying to Make Your AI Writing Sound Human

Nicolas Fränkel Solving Gradle metadata and Renovate integration

Josh Sherman I taught a robot to detect Joshes

Saturday, August 15, 2026

Friday, August 14, 2026

Databricks Using AI_Functions in Your Data Warehouse: Top Use Cases

Matthew Green Everything is about to “go dark”

Stack Overflow No Dumb Questions: What is AI context architecture? Why not just build your own?

HubSpot Incident Report: July 22, 2026

Scrapinghub The web is synthetic. Now look at the human trail

AWS Machine Learning Custom reward functions for multi-turn reinforcement learning with Amazon Nova Forge

Vercel Encrypted Client Hello (ECH) is now supported on Vercel CDN

AWS Machine Learning Building agentic workflows with SageMaker AI and Bedrock AgentCore

Raymond Chen Forcing an ARM64X executable to run as a specific architecture

Cloudflare How Cloudflare detects MCP traffic and helps secure it

Angular The Forms Evolution, Web AI, and Architectural Vision!

Cloudflare Secure all your internal vibe-coded applications — in one click

Kotlin Exploring Compose HTML for Server Side Rendering

Atomic Object AI Agents: Experience Doesn’t Fit in a Prompt

Timescale Continuous Aggregate Refresh, Demystified: Invalidation, Lookback, and Late-Arriving Data

Real Python The Real Python Podcast – Episode #307: Improving NumPy Performance on Free-Threaded Python

Real Python Quiz: How to Publish an Open-Source Python Package to PyPI

Daniel Stenberg curl performance

Jon Skeet Scratch a simple data model, find a complex one

Stack Overflow Solving integration woes with a hackathon

Red Hat Developer experience improvements you can apply to your own projects

Nordic APIs Are We Overengineering Modern Infrastructure?

Confluent How Neuron Systems Served 2.3 Million Fans Across 104 World Cup Matches with AI on Confluent

The Daily WTF Error'd: Zero to Zero in 0 seconds

REA Group Are REA’s Architecture Principles still relevant in an AI-assisted world?

Red Hat Introducing the Red Hat OpenShift Virtualization incident must-gather

Thoughtbot Buying Time, Choosing Words: Consulting Through Diplomatic Communication

Amit Merchant Build an AI Agent with Real‑Time Web Search in JavaScript

Jonathan Snook Connections, Part One

Hugging Face State of Open Models: Summer 2026 Observations

Node.js Node.js Interactive 2026: A Recap

CodeName One The Third-Generation GUI Builder: One Workspace for Every Form

Datadog Engineering Data pipeline monitoring 101: Tracking health and performance across the data stack

Pulumi Compatibility Testing Pulumi HCL

Daniel Doubrovkine Ruby Instance Variables Are Not Inherited (and Why That Breaks Your DSL)

Monica Dinculescu Classic dopamine economics

Clickhouse Announcing support for ClickStack in the ClickHouse Terraform provider

Thursday, August 13, 2026

APNIC Chamelio: A chameleonic network stack that adapts to every tenant

Databricks How Scottish Water Made Its Capital Investment Data Conversational With Databricks Genie

Tumblr Hey there 👀 @jubs here…

Cloudflare Total eclipse of the Internet: traffic impacts in Iceland, Spain, and Portugal

Databricks What are AI Hallucinations?

.NET Routing and Failover for Microsoft.Extensions.AI

Databricks Smart Routing in Unity AI Gateway: Match frontier quality with 30%+ lower cost per task

Hugging Face Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets

Google DeepMind Introducing Gemini 3.7 Flash

AWS Machine Learning Monitor on-premises and multi-cloud AI agents with AgentCore Observability

HashiCorp Packer v1.16.0 brings verifiable provenance to machine images

AWS Machine Learning Automate legacy web applications with Amazon Bedrock AgentCore Browser Tool

AWS Machine Learning Accelerating M&A due diligence with Amazon Bedrock AgentCore

AWS Machine Learning Amazon Quick for Microsoft 365: Agentic AI where you work

Raymond Chen A little helper class for managing LPPROC_THREAD_ATTRIBUTE_LISTs

Tumblr Now in Labs: Message Requests

Cloudflare Certificate Transparency Monitoring is now generally available

Red Hat How llm-d routes model inference traffic on Amazon EKS

Codrops From Motion to Meaning: Denis Avramenko’s Approach to Interactive Design

Atomic Object Keep Calm and Carry On… With Your Demo

Duolingo Engineering Ser vs. estar: What’s the difference?

OpenAI The builder’s guide to GPT‑5.6

OpenAI Previewing Ultrafast mode: GPT-5.6 Sol at up to 14X the speed

OpenAI OpenAI appoints Dali Rajic as Chief Revenue Officer

Red Hat Replace LLM infrastructure guesswork with data-driven planning

Honeybadger A comprehensive guide to Fly.io logging

The Daily WTF CodeSOD: Never Eating the Cookie

APNIC APNIC 62 keynotes explore automation, trust, and the future of the Internet

Toptal React SEO Best Practices: Proven Strategies to Optimize React Apps

Vercel Inside the Vercel intern experience

Scrapinghub The State of Web Access: How different industries behave to bots

Hugging Face What We Learned by Reproducing 2,200 papers from ICML

Vercel One-click upgrade for deprecated Node.js versions

Vercel Grok Build is now available in the AI SDK harness layer

Vercel GLM 5.2 free for eve agents through August 27 via Blackbox on AI Gateway

Vercel Use ACP-compatible harnesses with the AI SDK harness layer

Elastic Elastic achieves Defence Cyber Certification Level 0 in the UK

Vercel Gemini 3.7 Flash now available on AI Gateway for 50% off

Clickhouse ClickStack and Hud bring runtime intelligence to AI-powered development

Vercel Exa joins the Vercel Agent Marketplace

Clickhouse What’s new in the ClickHouse Grafana plugin

Elastic Elastic community newsletter — August 2026

Teleport How to Prevent RBAC Role Explosion with Nested Access Lists

Wednesday, August 12, 2026

Databricks Databricks Network Configuration delivery to Tens of Millions of Serverless VMs

NVIDIA Developer Serve Qwen3.8-2.4T-A95B, a 2.4T-Parameter Model, with Configurable Reasoning on NVIDIA GB300 NVL72

Pamela Fox Building safe MCP servers for your PostgreSQL database

AWS Machine Learning Part 2: Amazon Bedrock cost attribution with Amazon Athena and CUDOS

.NET Instructions Hygiene – What Frontier Models Still Need You to Say

Airbnb Flexible Authentication: Reimagining authentication for millions of users at Airbnb

Kotlin When Escape Routes Become Toll Roads: Mapping How Developers Move Between Programming Languages

Hugging Face Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis

NVIDIA Developer How to Choose Full-Stack Observability for NVIDIA AI Factories

Daniel Lemire AI programming : are you angry yet?

Google DeepMind Putting sign language AI into users’ hands

Hugging Face LFM2.5-VL-3B for Better and Faster Vision Capabilities for the Edge

Raymond Chen The comments that go into code versus those that go into the pull request description

Real Python How to Integrate OpenTelemetry With a FastAPI App

Tailscale How we tracked down a 16-year-old SQLite bug

AWS Machine Learning How OneAdvanced deployed over 50 AI agents on UK-sovereign AWS

AWS Machine Learning Pay with confidence: How Solv Labs built verifiable, auditable agent payments on Amazon Bedrock AgentCore payments

AWS Machine Learning Tiered KV cache for large LLMs on Amazon SageMaker HyperPod with Curvine

Codrops Creating an Interactive 3D Cluster with Three.js, TSL and Three Start

Facebook How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees

Atomic Object Agentic Development in Practice: We Handed Off the Code, Not the Job

Real Python Quiz: How to Integrate OpenTelemetry With a FastAPI App

Semaphore Engineering Rerun Only the Jobs That Failed