Use Cache::memo()->tags() in Laravel to read tagged cache values once per request and serve repeat lookups from memory, with writes and flushes kept in sync. The post Memoize Tagged Cache Reads in Laravel appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this d...

JetBrains Air runs Claude Agent, Codex, Junie, and other AI coding agents in PhpStorm and other JetBrains IDEs, with team automations and AI cost controls. The post JetBrains Air: Run AI Coding Agents in JetBrains IDEs appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articl...

Introduction Merchant reviews contain useful details about food quality, portion size, packaging, and value. Finding these details often requires reading many comments. Aggregate ratings simplify comparisons, but they do not explain what shaped each score. We built the Automated Merchant Review Summ...

How to Build an RCS Business Messaging Campaign with Twilio in C#

Callers interrupt agents and call from noisy rooms. That's real life. Here's how to tune barge-in, turn detection, and context so your AI voice agent keeps up.

40% of businesses say that lost context between channels is the AI behavior hurting their brand the most. Here's why it breaks (and how to fix it).

Here's the Discord Changelog from September 25, 2026, so you can stay informed on what’s new in recent app updates!

Learn about the hidden costs of building multi-factor authentication (MFA) from scratch and how Auth0 streamlines the implementation process.

Amazon EventBridge announces an enhanced custom event bus for organizations scaling event-driven applications across teams and accounts. Deploy a single event bus shared across all AWS accounts in your organization, with ordering guarantees, a simplified Subscriber resource, and improved economics a...

What is a developer to do when they need something more tangible than a chat box? Enter canvases. The post When chat is the wrong UI appeared first on The GitHub Blog.

In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on The GitHub Blog.

null Continue reading Designing a Production-Ready Agent Harness With Persistence and Checkpointing on SitePoint.

Docker's WeAreDevelopers keynote shows how Sandboxes, Kits, and Cloud Sandboxes give AI agents strong isolation and reproducible authority.

At Grafana Labs, observability is what we do. So as we started building AI agents, we naturally reached for the same instincts we bring to every system: measure it, set targets, and make reliability something you can reason about instead of hope for.That instinct led us somewhere unexpectedly useful...

Over the weekend, “System One” decision models such as Jev have launched, which are...

In the last six months, GPT-6, Claude Opus 5.5, Gemini 3.8, and Grok 4.7 all shipped,...

After a GPU shortage and memory shortage driven by AI companies, we’re now experiencing a CPU shortage, thanks to AI agents using a lot more CPU with tool usage.

Run agents on your laptop, in the cloud, and move between them with one command, all safely. Earlier this year we launched Docker Sandboxes: microVM environments where coding agents can work autonomously in a safe way.

Docker is bringing the open source Sandbox Kit Spec to the CNCF, so AI agent permissions become a neutral, vendor independent standard built on OCI.

Docker's Sandbox Kit Specification v3 packages an AI agent's network rules, credentials, and volumes as an ordinary, pinnable OCI image.

Posted by Matthew Warner, Product Manager, Android Developer ExperienceAI-powered developer tools have become an essential multiplier for engineering productivity, with teams adopting specialized AI coding agents, custom enterprise harnesses, and autonomous tools. It’s important for you to be able t...

Analytics teams have always modeled data for BI. Context engineering models data for agents, starting with semantic search.

Rob Bowley is “flipping tables in his head” with anger at the current media coverage of the danger of AI killing us all The risk I’m worried about isn’t a future machine deciding to wipe us out. It’s today’s AI, being wired into everything, carelessly and fast. Cyber attacks have already cost millio...

External security researchers at Accomplish identified a vulnerability in Cloudflare Containers that could expose residual disk data from previous workloads. We explain how the issue worked, how we investigated it, and the steps we took to remediate it.

See how AI agents can now make secure, revocable recurring payments.

Human collaboration, like most things, improves with feedback. But it's not obvious how to make feedback effective. Anuja Karnik and Sumeet Gayathri Moghe pass on a bevy of tips for healthy feedback, based on the principle that both praise and criticism should be seen as positive. more…