An Engineer’s Guide to Better AI Skills: Implementing a Testing Process to Optimize Agent Performance in Any Repository or Skill Author: Daniel Reed The tech industry is currently seeing a massive overhaul in the way we work and many are enjoying the benefits of AI agents, particularly when automating engineer workflows and serving domain-specific knowledge. However, relying on agents to…
Meta’s data ingestion system, which our engineering teams leverage for up-to-date snapshots of the social graph, has recently undergone a significant revamp to enhance its reliability at scale. Moving from our legacy system to our new architecture required a large-scale migration of our entire data ingestion system. We’re sharing the solutions and strategies that enabled [...] Read More... The post…
See how finance teams can use Codex to build MBRs, reporting packs, variance bridges, model checks, and planning scenarios from real work inputs.
René Karcher spent two years paying developers to build him a website. Two different developers, two different results, and neither one came close to what he actually wanted. M… The post SECURITYSQUAD: How a security consultant finally got his website to match the business behind it appeared first on Hostinger Blog.
Posted by Matthew McCullough, VP, Product Management, Android Developer Announced today during The Android Show, Android is transitioning from an operating system to an intelligence system, creating more opportunities for engagement with your apps. Through deep integration between hardware and software, Android devices will be able to handle the heavy lifting of anticipating user needs, so your app can focus…
Compatibility, of course. The post Why do Windows client editions on 32-bit x86 systems artificially limit RAM to 4 GB? appeared first on The Old New Thing.
Pydantic AI is a Python framework for building LLM agents that return validated, structured outputs using Pydantic models. Instead of parsing raw strings from LLMs, you get type-safe objects with automatic validation. If you’ve used FastAPI or Pydantic before, then you’ll recognize the familiar pattern of defining schemas with type hints and letting the framework handle the type validation for…
Increasingly humans delegate writing code to agents. Will there even be source code in the future? To wrestle with this question, we have to understand what code is. Unmesh Joshi sees code as having two distinct but intertwined purposes: instructions to a machine and a conceptual model of the problem domain. He explores why it's vital to build a vocabulary…
In this post, we show you how to build a hybrid multi-tenant architecture that provides strong tenant isolation without requiring per-tenant AWS accounts. You learn how to configure Route 53 weighted routing to distribute traffic across multiple accounts, deploy Application Load Balancer listener rules for tenant-specific routing, create dedicated ECS clusters per tenant, and establish AWS PrivateLink connectivity to shared…
We investigated a bug where CUBIC's congestion window became pinned at its minimum floor, causing a performance to plummet. The fix involved correctly measuring idle periods to distinguish RTT wait times from actual application idleness.
Announced today at SAP Sapphire — where NVIDIA founder and CEO Jensen Huang joined SAP CEO Christian Klein’s keynote by video — SAP and NVIDIA’s expanded collaboration helps enterprises run specialized agents with security and governance controls.
Most agent setups are overbuilt. You can feel the framework wanting to happen before the problem is even clear. There is a planner, a runtime, a memory layer, a tool registry, a workflow engine, and a long explanation for why all of that is necessary. Then you look at the actual job, and it is […] The post Try This…
At HumanX, Ryan is joined by Philip Rathle, CTO at Neo4j to discuss what knowledge context means for AI agents, how limitations like stale training data make the model-only approach to agents a bad fit for enterprise environments, and how Graph RAG raises the bar for accuracy and reduces context rot by combining vectors with a knowledge graph so agents…
eBay Inc. today announced that, following a thorough review with the support of its financial and legal advisors, the company's Board of Directors has determined to reject GameStop's unsolicited, non-binding acquisition proposal.
Priya Suri brings deep HR leadership and people-strategy expertise to eBay Foundation's board.
In many existing systems, enterprise data uses only basic security protections. For example, the backend of a web application might call an API and use an API key to secure the request. The solution may seem secure enough, since the web application only calls a subset of API endpoints and the user seems constrained by ...
API Integration Actions are now available in Okta Integration Network (OIN) for Integrator Free Trial Orgs to build Provisioning, Entitlements, and Universal Logout applications. What are API Integration Actions? API Integration Actions are a feature that uses Workflows, Okta’s low-code builder, to enable independent software vendors (ISVs) to build Okta Integrations (Provisioning, Entitlements, Universal Logout) that are seamlessly invoked by…
If you have used ChatGPT, Gemini, or Claude, you have already formed an intuition about what these systems do. You type something in, and text comes back that feels coherent, knowledgeable, and sometimes eerily human. But the machinery underneath is simultaneously simpler and stranger than most people expect.
Teams use Codex with GPT-5.5 to ship production systems and turn research ideas into runnable experiments.
Parameter Golf brought together 1,000+ participants and 2,000+ submissions to explore AI-assisted machine learning research, coding agents, quantization, and novel model design under strict constraints.
Learn how AutoScout24 Group uses Codex and ChatGPT to speed development cycles, improve code quality, and expand AI adoption.
SIGNAL 2026 returned to San Francisco to debut the future of AI agency and unified customer data. Catch the blueprints for the next wave of innovation here.
Organizations face critical architectural decisions that can impact their operations for years to come such as: Is it better to maintain a single organization or implement multiple organizations? In this post, I explain the key advantages and disadvantages of both approaches and the scenarios where each model fits best.
WooCommerce is a WordPress plugin that lets you create an online store with a comprehensive range of features to support ... Read More The post How to Install WooCommerce on AlmaLinux 10 appeared first on RoseHosting.
Signature-based detection has always known what it was looking for. Machine learning and autonomous agents are changing the question entirely, shifting from "does this match a known pattern?" to "does this actually make sense in context?" …
My most exciting news of last week: Amazon Bedrock AgentCore previewed the first managed payment capabilities enabling AI agents to autonomously access and pay for APIs, MCP servers, web content, and other agents. Built in partnership with Coinbase and Stripe, it removes the undifferentiated heavy lifting of building customized systems for billing, credential management, and […]
We’re rolling out version 1.1 of Labyrinth, the encrypted storage system and protocol that secures messages and history on Messenger. Labyrinth 1.1 enhances the reliability of end-to-end encrypted backups with a new sub-protocol that helps messages survive the loss of a device, a switched device, and long gaps between sign-ins. Read our updated white paper, [...] Read More... The post…
ChatGPT adoption surged in Q1 2026, with fastest growth among users over 35 and more balanced gender usage, signaling broader mainstream AI adoption.
If you’ve got something you’ve been dying to share with the Stack Overflow community but don’t quite have a place to share it, we've got you. …
Putting the handles in a private container. The post Additional notes on controlling which handles are inherited by <CODE>CreateProcess</CODE> appeared first on The Old New Thing.
Flattening a list in Python involves converting a nested list structure into a single, one-dimensional list. A common approach to flatten a list of lists is to use a for loop to iterate through each sublist. Then you can add each item to a new list with the .extend() method or the augmented concatenation operator (+=). This will “unlist” the…
Between rhythm, atmosphere, and digital craft, Le:mma Studio explores how the web can feel cinematic, emotional, and deeply human.
One might think computer vision models are supposed to be easy to put into production. There are whole companies built on that promise: label a few images, click train, click deploy, done. In practice, it’s messier. Most of us working with these models aren’t ML experts, and moving fast to keep up with the industry […] The post Lessons from…
Join the OpenAI Campus Network—connect student clubs worldwide, access AI tools, host events, and build an AI-powered campus community.
How enterprises scale AI: from early experiments to compounding impact through trust, governance, workflow design, and quality at scale.
VPS hosting gives you freedom to build almost anything, from websites and apps to game servers and custom tools. The only challenge is that, until now, using that power often mean… The post Your VPS terminal now speaks human appeared first on Hostinger Blog.
OpenAI launches DeployCo, a new enterprise deployment company built to help organizations bring frontier AI into production and turn it into measurable business impact.
As we hit Nitro’s 10-year anniversary, we're launching Nitro Rewards: a brand-new benefits program built with some of the biggest names in gaming. See what’s coming for Nitro members, for no added cost.
What’s Discord Nitro all about? What perks does it give, and how can you get it? If you’re looking to expand your Nitro knowledge, you’re in the right place.
A huge improvement to 3D models in our SDK enables great interactivity. We have a new, clean, modern map of Japan using their specific cartographic conventions.
AI is forcing platforms to expand beyond pure software. See how vertical SaaS platforms are using payments, financial services, and agentic commerce to build more durable businesses.
What signals should senders be looking at? What do you do if your emails are landing in the spam folder? Find out from the Principal Product Manager at Yahoo Mail.
Conversational AI powers smarter customer interactions. Learn what it is, how it works, real-world examples, and how to evaluate platforms in 2026.
“You are entering the world at an extraordinary moment,” NVIDIA founder and CEO Jensen Huang told graduates as he delivered the keynote address at Carnegie Mellon University’s 128th commencement ceremony on Sunday. “A new industry is being born. A new era of science and discovery is beginning.” “No generation has entered the world with more […]
I’ve been working with AI long enough to be past the “please write an epic poem about my dog” phase and into something that actually moves my work. The real shift for me, in the last couple of months, has been using tools like Claude Cowork and Cursor. It’s not because they generate better prose […] The post 26 Things…
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There is a man who has the same nightmare every morning when he can no longer stay awake: he dreams of the color...
I want to start by saying that Uptime Kuma is quite fantastic. If you're looking for a replacement for Uptime Robot, it's pretty much there in terms of feature parity. Setup is pretty trivial if you're using Docker. If you're like me, and prefer to not deploy Docker containers to your servers, there's a few options. You can follow these…
Agentic AI goes beyond generating responses. It takes action. Learn what agentic AI is, how agentic workflows work, and see real customer service examples.
I’ve been approached more times than I can count by organizations on LinkedIn, all of them claiming to be impressed by my background and eager to feature my story in their publication. After doing my research, the pattern became clear. Your name gets listed in a booklet for free, but your photo, your story, your […] The post The Visibility…
When you implement authorization for an endpoint that returns a list of items, there is an optimization that simplifies the policy structure a bit: define only the permission to list but not to get items. This makes it a bit easier for a policy writer to think about permissions as there is less duplication. For example, in a ticketing system…
On AI, mental load, and delegation
This video is brought to you by PodPitch, the AI-powered platform for PR experts. PodPitch is the first and only software that finds, writes, and sends pitches to podcast hosts from your actual email address. Whether or not you’re already pitching podcasts, PodPitch will make sure you get podcast bookings – guaranteed. And so long as PodPitch’s AI keeps confusing…
Huiqin Xin | Machine Learning Engineer II, Ads Vertical Modeling; Lakshmi Manoharan | Senior Machine Learning Engineer, Ads Vertical Modeling; Karthik Jayasurya | Staff Machine Learning Engineer, Ads Signals; Ziwei Guo | Senior Machine Learning Engineer, Ads Vertical Modeling; Alina Liviniuk | Machine Learning Engineer II, Ads Vertical Modeling Motivation: The Need for Real-Time Context In a previous post ,…
Posted by Ash Nohe and Amrit Sanjeev, Android Developer Relations Engineers Practicing gratitude may decrease symptoms of depression and anxiety, and improve mental health and life satisfaction1. Consistent gratitude practice may lead to sustained improvements that last months2. The mindfulness app Gratitude encourages consistency through micro daily journaling, affirmations, and vision boards. The app has over 6 million downloads, 150…
Welcome to No Dumb Questions, a column where our least technical writer asks our technical staff the simple, basic tech questions people are afraid to ask. In this first entry, Stack's Director of Ecosystem Strategy Ben Marconi teaches us the basics of MCP servers and why they matter. …
By John Burns and Emily Yuan Introduction At Netflix, we operate using a polyrepo strategy with tens of thousands of Java repositories. This means that we need to have ways of sharing common build logic across these repositories. On the JVM Ecosystem team within Java Platform, we build tooling such as the Nebula suite of Gradle plugins to provide standard…
You can track the file ID. The post Developing more confidence when tracking renames via <CODE>ReadDirectoryChangesW</CODE> appeared first on The Old New Thing.
How OpenAI runs Codex securely with sandboxing, approvals, network policies, and agent-native telemetry to support safe and compliant coding agent adoption.
Anyone who has spent time navigating downtown Raleigh, N.C., knows the routine well. You have a clear destination in mind, you know the most direct route, and with any luck, the lights will cooperate. But Raleigh is a city that never stops evolving. Road construction, lane closures, and unexpected detours are as much a part […] The post Navigating the…
Almost every modern web application will need a REST API for the frontend to communicate with, and in almost every scenario, that frontend is going to expect to work with JSON data. As a result, the b... The post Building a REST API With Express Framework and MongoDB appeared first on Hevo.
What if you could build charts in Python by describing what your data means, instead of scripting every visual detail? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every…
Recorded on the floor of HumanX, Ryan is joined by AMD CTO Mark Papermaster to discuss AMD’s silicon strategy for AI borne of their long history of heterogeneous CPU/GPU computing, how chipmakers are dealing the wide range of AI workloads from training to inference, and the paradox of agents both eating up all the compute and helping AMD accelerate chip…
null How to Build a Python-Based Model Execution Framework for Treasury Analytics on SitePoint.
A Tour of the Handoff Orchestration Pattern Most multi-agent systems start out simple: a router agent receives a user request, picks the right specialist, and forwards the conversation. As long as each specialist can complete its task in one pass, that model works fine. The first time it breaks is when an agent needs more: […] The post A Tour…
You've been asked to stand up a brand-new database cluster, meaning a whole day of configuring dozens of nodes, validating replication, wiring up dual-write pipelines… what if this whole ordeal took less than two hours? This is how we got ourselves into this exact mess, and how we made our way out of it.
For the last few weeks publicists have bombarded me with emails asking if I’d interview their clients on the Kyle Kingsbury podcast. While my name is Kyle Kingsbury, and I have been a guest on several podcasts, I’ve never hosted one myself. I called one of the PR firms to ask if they might have me confused with the MMA…
This afternoon, we sent the following email to our global team. One of our core values at Cloudflare is transparency, and we believe it's important that you hear this directly from us because it’s a major moment at Cloudflare.
AI will help build the energy it needs. That’s the case U.S. Energy Secretary Chris Wright and NVIDIA Vice President of Hyperscale and High-Performance Computing Ian Buck made Thursday morning at the SCSP AI+ Expo. The 30-minute fireside chat, moderated by SCSP president Ylli Bajraktari, was called “Powering the Next American Century.” Their argument: American […]
The P60 deadline is fast approaching. Here's what you need to know
Posted by Vijaya Kaza, VP, Product, App & Ecosystem Trust The mobile ecosystem is always evolving, bringing both new opportunities and new threats. Through these changes, Android and Google Play remain committed to ensuring that billions of users can continue to enjoy their apps with confidence and developer innovation can thrive. Earlier this year, we shared how Android and Google…
Microsoft Copilot Studio recently upgraded its .NET WebAssembly engine to .NET 10. The migration was straightforward, simplified deployment, and delivered another round of meaningful performance gains for end users. The post Copilot Studio gets faster with .NET 10 on WebAssembly appeared first on .NET Blog.
Also: Amazon finally allows engineers to use Claude Code and Codex, Meta forcefully assigns engineers to data labelling work ahead of layoffs, more small “AI-forward” teams, and more
Two weeks ago we announced that we had identified and fixed an unprecedented number of latent security bugs in Firefox with the help of Claude Mythos Preview and other AI models. In this post, we’ll go into more detail about how we approached this work, what we found, and advice for other projects on making […] The post Behind the…
In the Kotlin Ecosystem Mentorship Program pilot, mentors and mentees worked together on real Kotlin open-source projects to make their first meaningful community contribution. Four pairs successfully completed the two-month program, and one eligible pair was randomly selected in the prize drawing to receive the grand prize – a trip to KotlinConf 2026 in Munich! […]
Otherwise, it'll get mapped back down to the 8-bit code page. The post When you upgrade your resource strings to Unicode, don’t forget to specify the L prefix appeared first on The Old New Thing.
Less typing, more tanking. Faster logins mean more time in the gaming action — and this week provides GeForce NOW members with a smoother path straight into the battlefield. Cloud gaming is all about instant access to titles across devices, and the latest GeForce NOW update removes another layer for members jumping into their Gaijin […]
When a critical Linux kernel privilege escalation was publicly disclosed, Cloudflare's security and engineering teams detected, investigated, and mitigated the threat across our global fleet, confirming zero customer impact and no malicious exploitation.
Whether you are a software engineer, a product manager, or a designer, this quote should fundamentally change how we approach our daily routine. We are no longer just building interfaces; we are creating environments where agents can operate autonomously with minimal human interaction. What could be the fundamental requirement for such an environment ? In...
OpenAI expands Trusted Access for Cyber with GPT-5.5 and GPT-5.5-Cyber, helping verified defenders accelerate vulnerability research and protect critical infrastructure.
Pair programming has always had a bit of a reputation problem. It’s easy to look at two people working on the same task and see inefficiency. More coordination, more talking, less obvious forward progress. Even on teams that value it, there’s usually some quiet pressure to just go knock something out instead. That tension has […] The post If You…
Learn how to write, manage, and troubleshoot systemd service unit files on Linux. From basic service definitions to hardening options, restart policies, timers, and real-world debugging techniques. Continue reading...
ANTI JOIN is a very useful operator from relational algebra. Regrettably, only few dialects support it in terms of SQL syntax, as we’ve written earlier. In jOOQ, you can write it as follows: If your RDBMS supports this natively (e.g. ClickHouse, Databricks), then it is rendered as such. Otherwise, jOOQ will translate this to: But … Continue reading Simplifying ANTI…
Parloa leverages OpenAI models to power scalable, voice-driven AI customer service agents, enabling enterprises to design, simulate, and deploy reliable, real-time interactions.
Explore new realtime voice models in the OpenAI API that can reason, translate, and transcribe speech, enabling more natural and intelligent voice experiences.
From finding the perfect expression to showing where you come from: Here's why bilingual people are constantly switching between languages. The post Code-Switching: The Weird And Wonderful Side Of Bilingual Communication appeared first on Babbel.
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