Claude Code wrote the Windows setup script I kept putting off, and my fresh installs now finish in 20 minutes
XDA — A fresh Windows install now sets itself up while I get coffee.
AI Agents
AI agents are software systems designed to plan, reason, and perform multi-step tasks autonomously across various digital environments. Truncated covers agent architectures, enterprise deployments, developer frameworks, and industry developments.
I Used Muse to Plan My Wife’s Birthday Weekend. It Did Something Sneaky but Fixed It Fast
CNET — Always check your email and bank statements if you use an AI agent for purchases.
Serval is looking for engineers to work on Catalyst, an AI agent that simplifies creating working automations for IT te…
Agents Are Going Async
langchain.com — Async subagents let an agent stay responsive while background workers run long tasks. How the orchestrator, notifications and approvals work in Deep Agents.
BAND's CTO tells LDS why coding agents still need a merge gate
Let's Data Science — BAND CTO Vlad Luzin tells LDS what shared rooms add to teams of coding agents, why file conflicts and approvals still need repository controls, and what BAND's internal Firebreak game measured.
Context Engineering (Agent Memory) for AI Agents Starts with Retrieval
langchain.com — Agents waste time and context on clumsy searches, oversized results and stale data. Learn the retrieval techniques LangChain's Deep Agents harness uses to get the right context in.
FinTechs Hand AI Agents the Company Card
PYMNTS.com — Artificial intelligence (AI) agents are getting corporate cards of their own. The cards let the agents buy supplies, book travel and pay vendors without
AI Agents: How Meta’s Muse, OpenAI’s Dots Work, What They Can Do, Safety Worries
PERPLEXITY 🔥: Teammates, Perplexity's new proactive agents, are rolling out to Perplexity Max subscribers on the web!
Container orchestration for AI: Latest trends at KubeCon
SiliconANGLE — Container orchestration is evolving for AI through OpenShell, a Kubernetes-native secure agent runtime, ahead of KubeCon in Salt Lake City.
Axiom Math wants to keep AI slop out of mathematics
TechCrunch — As AI floods math with unchecked proofs, Axiom Math is betting on verification. The startup’s AI agents just formally verified the Stacks Project, one of the field’s biggest libraries.
AI agents with friendly faces and adorable bodies can distract you from serious risks
Tech Xplore — Meta's Muse is a personal artificial intelligence agent that sends email for you, shops and books travel for you and uses your apps to act on your behalf. When you call on it from your phone or computer, a little avatar named Jolly appears, looking something like a digitized teddy bear that blinks and waves to you.
An Agent Cannot Be A Payee
Forbes — The underlying lesson is incentives: Whoever pays for a failed payout has a reason to prevent it.
6 AI agent workflows I use to hand off everyday tasks - and how to create your own
ZDNET — It's not about being lazy. It's about being efficient. Here's how I use AI agent workflows to simplify my day - and how you can, too.
I let Claude Code debloat my 4-year-old Windows laptop, and it found 30 GB of junk I never needed
XDA — Sonnet 5.5 is a better debloater than most paid apps
Workflow Lab: Build With Code on the Canvas Using the Figma Agent and Code Layers
Figma — This workflow shows how a designer uses code layers and the Figma agent to explore a new feature.
WordPress Studio: A New Workspace for Building with WordPress
WordPress.com Blog — Build WordPress sites with an AI agent in the new WordPress Studio workspace. Explore design options, live previews, model choices, and publishing tools.
Redditor uses AI to get Switch games running natively on Apple TV
Engadget — The TVPort project is another example of people using Claude Code to bring software to other platforms
How NVIDIA Factory Operations Blueprint Coordinates AI Agents to Investigate Production Issues
NVIDIA Technical Blog — A Siemens report estimates that unplanned downtime costs an average large plant in the surveyed sectors $253 million per year. Whether investigating a failed circuit board or responding to a rush…
When social media no longer needs people, what does the 'social' part mean?
Tech Xplore — The social media we know was once easy to define. Platforms such as Facebook or X were designed to mediate human relationships at scale: sharing stories, forming communities, debating ideas and, increasingly, monetizing attention.
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