Engineering Blogs

244 posts / 406 feeds / 7 days · OPML

Monday, August 10, 2026

Red Hat MiDojo: Improve AI agent security with real-world red-teaming
Red Hat Harden local container base images in Podman Desktop
Housing.com We Gave Our Service More CPU โ€” and It Took Down Production
APNIC Why SIGs matter, and why the Guidelines are being reviewed

Sunday, August 9, 2026

Atomic Object I Stopped Hand-Building Slide Decks. Now I Dictate Them.
Laravel Laravel Boost Project Rules: Teach Agents Your Conventions
Marcelo Rinesi Airborne Secrets
Nicolas Frรคnkel Security Baked Into the JVM: two Subjects, one call
Josh Sherman Reverse Engineering a PostHog SuperDay

Saturday, August 8, 2026

Codrops Designing a Flexible Digital Archive for Chems.Studioโ€™s Creative Practice
Atomic Object How I Rebuilt My Development Workstation for Agentic Work
Dereuromark Tailwind/DaisyUI drop-in for CakePHP
T.J. Maher Add Type Checking and TSConfig to Bun-Create-Playwright
Swizec Teller Beware the spaceships
Vercel Grok Imagine Image 2.0 now available on Vercel AI Gateway

Friday, August 7, 2026

Simon Willison Now we have a timeline of the OpenAI accidental attack against Hugging Face
Vercel Vercel AI Gateway and Vercel Sandbox now available on Hermes Agent
Hugging Face TutorMoments: Do AI tutors know when to help and when to hold back?
Vercel Vercel Container Registry repositories can now be made public
AWS Machine Learning How Cohere Health digitizes clinical policies using Amazon Bedrock AgentCore
AWS Machine Learning How TReNDS automates root-cause analysis with Amazon Bedrock
AWS Machine Learning Determining playoff clinching scenarios in the NHL using constraint programming
Netflix How and Why Netflix Built a Real-Time Distributed Graph: Part 3 โ€” Querying the graph with gRPCโ€ฆ
Microsoft Edge Moving the Microsoft Edge extensions ecosystem forward with Manifest Version 3
OpenAI Responding to the next frontier of critical cyber capabilities
Red Hat Upgrade OpenShift AI faster using an AI coding assistant
Codrops The Department Is Open: Building the PX PUSH Website
Raymond Chen Creating a fake agile wrapper that is technically agile but is not useful outside its home apartment, part 5
Cloudflare Unveiling good and bad behaviors on the Agentic Internet
Cloudflare Introducing Radar Researcher: An AI tool for exploring Internet data in plain language
Cloudflare Unifying Workers AI and AI Gateway into a single AI control plane
Cloudflare Announcing Cloudflare Ambassadors, Community Engineers, and another $1M in open-source funding
Laravel Saga Lara Flow: Durable Workflows and Compensating Transactions on Laravel Queues
Atomic Object Hereโ€™s How to โ€œSliceโ€ a Redesign the Agentic Way
Real Python Quiz: How to Use Type Hints for Multiple Return Types in Python
Real Python The Real Python Podcast โ€“ Episode #306: Programmatically Developing LLM Prompts With DSPy
Databricks Managing AI Coding Costs at Scale
Databricks What is an AI Assistant?
OpenAI How HSP GRUPPE builds AI capabilities for tax advisory
Scrapinghub Podcast Episode 10 is out: Skills, packages & updates
Stack Overflow How to be fearlessly AI nativeโ€‹โ€‹โ€‹โ€‹โ€Œ๏ปฟโ€๏ปฟโ€‹โ€โ€‹โ€โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹โ€Œโ€Œโ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€‹โ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€‹โ€โ€‹โ€๏ปฟโ€‹โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€โ€‹โ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€โ€‹๏ปฟโ€๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹โ€โ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹โ€‹โ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟ๏ปฟโ€Œโ€โ€‹โ€โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€Œโ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€๏ปฟโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€Œโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹โ€โ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹โ€‹โ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€‹โ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹โ€โ€‹โ€โ€Œ๏ปฟ๏ปฟโ€Œ
The Daily WTF Error'd: Time Wounds All Heels
Vercel Audit Log Drains now support Datadog, Splunk, and Panther
Vercel Skill packs are now available on skills.sh
Gleb Bahmutov Can't Stop, Won't Stop
Timescale What pg_stat_statements Actually Tells You About Your Queries
Jonathan Snook Slash What Now?
Vercel Free domain now included with new Pro subscriptions
CodeName One App Shield: Your Server Should Not Trust the App Calling It

Thursday, August 6, 2026

APNIC Understanding partial reachability in the Internet core
Vercel Give every agent in Herdr its own Vercel Sandbox
Scrapinghub Chrome has a new potential fingerprint vector
AWS Runtime instances: persistent compute for production AI agents on Amazon Bedrock AgentCore
Databricks What are Agentic Workflows?
Databricks What is Tool Calling?
AWS Machine Learning Securing AI agents with temporal policies in Amazon Bedrock AgentCore
AWS Machine Learning Configure rate limits for AI traffic on AgentCore gateway
T.J. Maher What happens when you scaffold a Playwright framework and run installed tests using bun?
.NET Test reporting in Microsoft.Testing.Platform: from red build to root cause
Laravel Major performance improvements & security patches for Filament v4.12 and v5.7!
AWS Machine Learning Control agent behaviors and cost beyond a single action: new capabilities in Amazon Bedrock AgentCore
AWS Machine Learning Build visibility for Codex on Amazon Bedrock with OpenTelemetry and Amazon CloudWatch
Codrops Garden Anomaly: A Tiny WebGPU and TSL Experiment
AWS Machine Learning Agent Skills for Automated Reasoning policies in Amazon Bedrock
AWS Machine Learning Building an agentic app deployer with Amazon Bedrock and AWS Lambda
AWS Machine Learning LLM optimization integration for Amazon SageMaker Python SDK
Databricks Introducing OfficeQA Pro V2: A New Benchmark for Enterprise Grounded-Reasoning
Databricks Kimi K3 from Moonshot AI is now available on Databricks through Unity AI Gateway
Google DeepMind WeatherNext: AI model achieves breakthrough in forecasting cyclones
Raymond Chen Creating a fake agile wrapper that is technically agile but is not useful outside its home apartment, part 4
Tailscale How Tailscale mitigates the lethal trifecta
Cloudflare Introducing Kitesurf: The agent-first browser that runs in V8 isolates on Cloudflare Workers
Cloudflare The next generation of MCP
Cloudflare Give any website a WebMCP interface
Cloudflare Cloudflare AI Search: give your agents a search engine for your data
Cloudflare Building an open Agentic Internet: readable, discoverable, callable, and payable
Cloudflare From ranking to recommended: get your site ready to thrive in the age of AI agents
Atomic Object Whatโ€™s the Buzz Around Loops?
Duolingo Engineering How to use the verb โ€œto beโ€ in English
Real Python Quiz: Python's Assignment Operator: Write Robust Assignments
OpenAI Improving GPTโ€‘5.6 Sol in ChatGPTโ€”and expanding access to GPT-5.6 Luna for free users
Tumblr This is now rolling out on Android! Let us know if you notice any weirdness.
Red Hat The AI layer of observability: Making telemetry human-readable
Nordic APIs 7 Tools for Multi-Agent Infrastructure
The Daily WTF A More Civilized Age
OpenAI Working with the American Psychological Association on youth mental health and AI
Red Hat Provisioning image mode for Red Hat Enterprise Linux using Red Hat Satellite
T.J. Maher Introducing bun, a new package manager and JavaScript runtime environment
Kogan.com Bot Frenzy: Bots In The Backlog
Clickhouse What's new in ClickHouse Managed Postgres: Customer notifications, better observability, faster backups, extensions, and more
Elastic Building trusted agentic AI in financial services: From data to autonomous action
Vercel Introducing Agent Plugins 1.0.0
OpenAI From asking to doing: How the world is putting ChatGPT to work
Vercel Ling 3.0 Tiny is now available on AI Gateway
Clickhouse How Physical Intelligence unified its robotics data stack with Postgres managed by ClickHouse
Auth0 Adopting the Cross App Access Protocol: Get Ready for MCP Enterprise-Managed Authorization with Auth0
Clickhouse ClickHouse Release 26.7
Hugging Face Baseten on Hugging Face Inference Providers ๐Ÿ”ฅ
Lea Verou Dark mode toggles: two states are enough
Vercel Pause workflows for approval with Chat SDK
Datadog Engineering Find, analyze, and collaborate on user sessions in Datadog Session Replay
Vercel Introducing Agent Plugins
Vercel Marketplace integrations now install provider skills
Vercel Seedance 2.5 now available on Vercel AI Gateway

Wednesday, August 5, 2026

Cloudflare Cloudflare is the only vendor named a Visionary in 2026 SASE and SSE reports
APNIC [Podcast] Canonical Cache Representation
Laravel Reject Unexpected Array Keys with Laravel Validation
Laravel Validate and Convert HEIC Images in Laravel
Simon Willison One-shotting a Raccoon Heist game using Claude Fable 5
Facebook From User Sequences to Scaling Laws: A Multi-Stage Architecture for Metaโ€™s Ads Ranking
AWS Machine Learning How LendingTree built a multi-agent mortgage assistant on Amazon Bedrock
AWS Machine Learning How Mobileye transformed support operations using Amazon Bedrock AgentCore
AWS Machine Learning How we built an MCP bridge to give our AgentCore-hosted AI agent access to local MCP tools
AWS Machine Learning Run production AI agents in n8n with Amazon Bedrock AgentCore harness
Vercel Set your own project avatars
Vercel New setup page after domain checkout
Node.js Node.js 26.7.0 (Current)
HashiCorp HCP Terraform is the control plane for AI-driven infrastructure
Amazon Science 34 Amazon Research Awards Build on Trainium recipients announced
AWS Amazon DynamoDB now supports real-time vector search at any scale
Real Python Validating Data With Pointblank in Python
Raymond Chen Creating a fake agile wrapper that is technically agile but is not useful outside its home apartment, part 3
Cloudflare The Agent Access Model
Cloudflare How weโ€™re rethinking work at Cloudflare with Cloudflare OS
Cloudflare Cloudflare OS: an open platform for agents, apps, and work
Cloudflare WriteGuard: fine-grained controls for MCP Servers
Cloudflare Catching rogue AI behavior with identity-aware analytics
Tinybird Slate scopes product ideas around users, not infrastructure
Atomic Object Write Documentation for Yourself, Not Others
Real Python Quiz: Validating Data With Pointblank in Python
Codrops A Canvas for Individuality: Creating Websites That Feel Unmistakably Human with Readymag
Scrapinghub The State of Web Access: How today's web raises its barriers
Scrapinghub Harness Engineering, part 4: giving your agent a custom fetch tool that survives the real web
SeveralNines ClusterControl 2.5.0 brings ClickHouse support to on-prem, cloud and hybrid environments
Stack Overflow Explorers, exploiters, and the myth of the 100x engineerโ€‹โ€‹โ€‹โ€‹โ€Œ๏ปฟโ€๏ปฟโ€‹โ€โ€‹โ€โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹โ€Œโ€Œโ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€‹โ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€‹โ€โ€‹โ€๏ปฟโ€‹โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€โ€‹โ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€โ€‹๏ปฟโ€๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€โ€‹๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹โ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟ๏ปฟโ€Œโ€โ€‹โ€โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€Œโ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€๏ปฟโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€Œโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€โ€‹๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€‹โ€๏ปฟโ€Œโ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹โ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€โ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹โ€โ€‹โ€โ€Œ๏ปฟ๏ปฟโ€Œ
Red Hat Trace Kubernetes resources for llm-d model serving
The Daily WTF CodeSOD: Connection State
Vercel Export AI Gateway traces with Vercel Drains
APNIC APNICย community engagement: Januaryย โ€“ย Juneย 2026ย in review
Vercel Introducing the new v0 API
Snyk Continuous Offensive Security & AI Pentesting: 20 FAQs
Vercel AI Gateway is now available on AWS Marketplace
APNIC Join the final online listening session on diversity in APNIC community leadership
Red Hat Testing modern hash table designs in OVN and OVS
Jane Street Can you reverse engineer an ASIC?
Vercel Measure time between steps in Vercel Workflows
Datadog Engineering This Month in Datadog - July 2026
Vercel Muse Spark 1.2 is now available on Vercel AI Gateway
Vercel Full Sandbox egress firewall now available on Hobby plan
Clickhouse What is WAL backpressure, and why does ClickHouse Managed Postgres need it?
Evil Martians 5 best practices for preventing chaos in Tailwindย CSS
Vercel Vercel Sandbox now supports 10,000 concurrent sandboxes and 5,000 vCPUs per minute
Zach Holman Probably Wonโ€™t Pass You on to Another Investor
Vercel Search and buy domains in the dashboard

Tuesday, August 4, 2026

Simon Willison New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging
Vercel Vercel Sandbox now supports Devin Outposts
.NET Beyond Chat: live Speech-to-Text with Foundry Local and C#
OpenAI Third-party cyber evaluations involving OpenAI models
MIT AI News Solving the solvent problem
AWS Machine Learning Introducing Web Search on Amazon Bedrock for foundation model grounding
GitHub Turn one giant AI-generated pull request to a reviewable stack
Doximity From Batch Snapshots to Near-Real-Time Data
Databricks Unity AI Gateway is Generally Available
AWS Machine Learning Automated web insight extraction with Amazon Bedrock AgentCore
Microsoft Edge Bring your security stack into Edge for Business โ€” with support for more partners
NVIDIA Developer Beyond VLAs: How World Action Models Reshape Robot Manipulation
OLX Correlation Lied to Us: Rethinking Product Impact with Causal Inference
NVIDIA Developer Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super
Databricks Databricks joins the Open Secure AI Alliance to advance AI safety and security
Real Python Sending Emails Using Python
Raymond Chen Creating a fake agile wrapper that is technically agile but is not useful outside its home apartment, part 2
Hugging Face Deploy local agents everywhere with LFM2.5-2.6B
Semaphore Engineering Announcement: Xcode16 Deprecation in Semaphore
Cloudflare Run CI/CD for millions of repos โ€” on your platform, on Cloudflare
Cloudflare Announcing Cloudflare Wallets: the programmable wallet for the agentic Internet
Cloudflare The Agent Development Lifecycle has arrived on Cloudflare
Cloudflare How Cloudflare enforces engineering standards using AI
Martin Fowler Fragments: August 4
Atomic Object Ecosystems Donโ€™t Run on Goodwill. They Run on Software.
Tinybird Better organization-wide visibility, for every Tinybird user
Real Python Quiz: Sending Emails Using Python
Real Python Quiz: K-Means Clustering in Python: A Practical Guide
Duolingo Engineering Making production-ready agents the default: building Duolingoโ€™s agent platform
Codrops Building an Endless Interactive Glass Xylophone with Three.js
Scrapinghub Meet scrapy-spidey-sense: A preflight check for Scrapy spiders
MIT AI News The benefits of medical AI assistance vary based on user expertise
Kotlin Kodeeโ€™s Kotlin Roundup: Birthday Wishes, Shipaton 2026, and the New Kotlin AI Benchmark
Stack Overflow Your MVP doesnโ€™t need a Kubernetes clusterโ€‹โ€‹โ€‹โ€‹โ€Œ๏ปฟโ€๏ปฟโ€‹โ€โ€‹โ€โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹โ€Œโ€Œโ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€‹โ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€‹โ€โ€‹โ€๏ปฟโ€‹โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€โ€‹โ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€โ€‹๏ปฟโ€๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€‹โ€โ€‹๏ปฟโ€‹โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€‹โ€โ€Œโ€โ€‹โ€โ€‹๏ปฟโ€‹โ€โ€‹๏ปฟโ€โ€Œโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟ๏ปฟโ€Œโ€โ€‹โ€โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€Œโ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€๏ปฟโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€Œโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€‹โ€โ€‹๏ปฟโ€‹โ€‹โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€‹โ€โ€Œโ€โ€‹โ€โ€‹๏ปฟโ€‹โ€โ€‹๏ปฟโ€โ€Œโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€‹โ€Œโ€Œโ€โ€‹โ€โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹โ€โ€‹โ€โ€Œ๏ปฟ๏ปฟโ€Œ
Red Hat AutoRAG: Optimizing RAG for small models
Nordic APIs API Marketplaces and the Invisible Economy: Trade Routes of the AI Era
Vercel Next.js 16.3 support on Vercel
The Daily WTF CodeSOD: Always Take the Option
Toptal Embracing What Others Outsource: How Sendoso Built a Category Leader
Snyk A First Look at Evo Agentic AppSec: Agentic Remediation and Malicious Code Defense
Snyk Stop The Sprawl Snyk Secrets Now Generally Available
Vercel Deploys are now up to 33% faster for apps with many ISR pages
Snyk AI Model Risk Intelligence Know Which Models You Can Trust Before You Deploy
Vercel Give your eve agent a browser
Snyk Inside the keyv npm Compromise: preinstall Malware, Trusted Provenance, and IDE Hooks
Snyk Evo Continuous Offensive Security Is Here Pentesting Grade Coverage For The 350 Days A Year You Aren't Testing
Red Hat One kernel feature, 93% system throughput gone: A Red Hat Enterprise Linux 10.2 kernel regression and how to mitigate it
Eli Bendersky Relative velocity and closing speed
Pulumi Bring Your Terraform Estate Into the Agentic Era
Pulumi A guided tour of Terraform state, hosted modules, and HCL in Pulumi
Clickhouse How Mercado Libre rebuilt its observability platform on ClickHouse Cloud with 50x faster trace queries
Thoughtbot Humid 1.0: React server-side rendering in Rails can be easy!
Yelp Migrating a Large Flow Monorepo to TypeScript
Evil Martians +14% activated users for AppSignal: designing a new homepage in code
Elastic Azure Private Link for Elastic Cloud Serverless is now generally available
Elastic AI consolidation: Why platforms will win and portfolios will break
OpenAI New ways to learn and teach with ChatGPT Work and Codex
Vercel DeepSeek V4 Flash is 90% off through Novita on AI Gateway
CodeName One Why Codename One Is Moving Beyond Maven Central
Pulumi YOLO Mode Is the Right Default. Your Laptop Is the Wrong Place for It.
Jonathan Snook Secret RSS Posts
Clickhouse Fixed cadence to seconds: making ClickHouse Cloud autoscaling more reactive
Elastic Elastic 9.5: Columnar, VectorDB index mode & auto-calibration, and AI-driven alert triage
Rust Enabling the next iteration of the borrow checker on nightly
Pulumi Emulating Terraform on Pulumi's Engine

Monday, August 3, 2026

Wealthfront Experiments with AI Code Review
OpenAI Apple is getting this wrong
Wealthfront 7 Words, 7 Journeys: The Wealthfront New College Grad Experience
MIT AI News Alexander Rakhlin named director of the MIT Statistics and Data Science Center
.NET Strengthening NuGet Supply Chain Security: Reducing API Key Lifetime
Facebook GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model
AWS Machine Learning From weeks to minutes: How Formula 1ยฎ uses agentic AI on AWS to accelerate data operations
Vercel Vercel WAF for Blob is now generally available
AWS Machine Learning Automated Reasoning policy refinement in Amazon Bedrock
Replit AI adoption starts with truth
AWS AWS Weekly Roundup: Price reduction of GPT models in Bedrock, CloudWatch managed collectors for Prometheus metrics, and more (August 3, 2026)
NVIDIA Developer How to Run Isolated Tenant Kubernetes Clusters on Shared GPU Infrastructure
NVIDIA Developer NVIDIA Vera Storage Benchmarks: Faster Encryption, Compression, Integrity Checking, and Recovery for AI-Native Storage
Raymond Chen Creating a fake agile wrapper that is technically agile but is not useful outside its home apartment, part 1
Real Python MCP Gets Its Biggest Rewrite and Other Python News for August 2026
Databricks The New Monday Morning Report: How Generative AI can deliver the insights your executives need.
Red Hat Stop patching and build a better WordPress stack with Red Hat Hardened Images
Node.js Node.js 26.6.0 (Current)
Node.js Node.js 24.19.0 (LTS)
Databricks Ingest semi-structured data faster and more efficiently with Variant - Now Generally Available
Atomic Object Build Fast and Shallow on Purpose
Real Python Quiz: Bypassing the GIL for Parallel Processing in Python
Codrops The Story Is in the Interaction: Bonhommeโ€™s Digital Experiences for Luxury Brands
Hayden James Linux ssh-keygen: Set Up SSH Key Authentication the Right Way
Tinybird From OLTP to OLAP: 7 ClickHouseยฎ Optimization Mistakes