yet another ai update/ feed

What shipped & dropped across AI labs, today.

·last sync 19m ago

September 24

Thu · Sep 24 · 1 post
Claude Blog14d ago

Claude Tag now supports personal connectors in channels

Claude Tag can now use your connectors for requests you make in a channel. Nobody else can use them, and you're in control of how to present the output.

Practicesclaude.com/blog/claude-tag-now-supports-personal-connectors-in-channels

September 23

Wed · Sep 23 · 1 post
Claude Blog15d ago

How to prepare for AI-driven code modernization projects

Agents can finish code modernizations in months, but change management still sets the pace. Six steps to define the target, certificate, and promotion policy.

Practicesclaude.com/blog/how-to-prepare-for-ai-driven-code-modernization-projects

September 15

Tue · Sep 15 · 2 posts
Google AI for Developers23d ago

Build zero-trust AI agents that judge intent, not just syntax

This blog post explores how to transition AI agents from static, build-time security controls to dynamic runtime governance using the Gemini Enterprise Agent Platform. It highlights three primary managed defenses: Model Armor for screening edge prompts, Semantic Governance Policies for evaluating tool intent against business rules, and Agent Anomaly Detection for catching multi-turn exploits. By shifting these capabilities to the platform level, security administrators can dynamically enforce policies and neutralize complex attacks without needing to modify or redeploy the agent's underlying code.

Practicesdevelopers.googleblog.com/build-zero-trust-ai-agents-that-judge-intent-not-just-syntax/
Claude Blog23d ago

Building an AI-native revenue organization

In this guide, Anthropic shares how revenue leaders can roll out Claude across a sales organization, including the setup decisions, a three-phase rollout plan, and an ROI measurement framework.

Practicesclaude.com/blog/building-an-ai-native-revenue-organization

September 14

Mon · Sep 14 · 2 posts
Claude Blog24d ago

Deploying AI from pilot to production

This guide by Anthropic and Accenture shares seven considerations for taking enterprise AI from pilot to production, and the decisions leadership needs to make before the program advances.

Practicesclaude.com/blog/deploying-ai-from-pilot-to-production
Claude Blog24d ago

Agentic coding is straining CI. Here’s how we scaled test impact analysis at Anthropic

Our CI job volume increased 25x over 6 months. We patched our test selection service three times before finding a sustainable solution.

Practicesclaude.com/blog/agentic-coding-is-straining-ci-heres-how-we-scaled-test-impact-analysis-at-anthropic

September 10

Thu · Sep 10 · 1 post
Cursor28d ago

Cursor Projects

Today we're launching Projects in Cursor. Projects lets you take on larger bodies of work, such as a feature, a migration, or a full app. It maintains context over months of work, delegates tasks to thousands of subagents, and performs recurring work without being prompted. Access Projects from the left-hand nav. The coordinator agent in a project doesn't write code itself; it plans the work, delegates it to agents that implement it, and brings the finished work back to you to check. Coordinators create and manage agents on your behalf, running as many in parallel as the work needs. #Powered by Cloud Agents A Project runs on its own computer in the cloud, so closing your laptop doesn't stop it. When something needs testing on your machine, the coordinator spins up a local agent to run it there. #Shared context You shouldn't have to onboard an agent every time you start a task. Each Project maintains a set of files that sync across every cloud and local machine its agents use. Agents add research and artifacts, along with what they learn about the codebase and how you prefer work to be done. If one agent figures out how to test a service, for example, every future agent can use those instructions. The shared context grows with the Project, making the coordinator more effective over time. #Subscriptions Tell the coordinator agent to watch a Slack channel, run on a schedule, or follow all your PRs. This way it can take action based on signals it detects, without waiting for your prompt. Connect Slack and point it at a bug-report channel, and it starts delegating each time a bug comes in. Projects are available in beta and rolling out to all users starting today.

Practicescursor.com/changelog/projects

September 2

Wed · Sep 2 · 1 post
Claude Blog36d ago

A guide to the anatomy of effective commerce agents

The architecture, latency & cost techniques, and eval practices for agents that make it easier to buy and sell online.

Practicesclaude.com/blog/the-anatomy-of-effective-commerce-agents

August 26

Wed · Aug 26 · 1 post
Claude Blog43d ago

Claude in Chrome is generally available

Claude in Chrome is now available on every paid plan and can work through browser tasks without approving each step, with a safety check on every action. Here's how we tested it against prompt injection.

Practicesclaude.com/blog/claude-in-chrome-generally-available

August 21

Fri · Aug 21 · 1 post
Claude Blog48d ago

The AI-Native SDLC playbook

Anthropic's stage-by-stage playbook for the AI-native SDLC: how teams plan, design, build, test, deploy, and maintain software with Claude.

Practicesclaude.com/blog/the-ai-native-sdlc-playbook

August 20

Thu · Aug 20 · 3 posts
Claude Blog49d ago

Anthropic’s approach to teaching and learning AI

Claude Academy gives users the educational tools they need to learn how to use AI effectively. In this post, we highlight why we’re launching it and how our own approach to teaching and learning influenced its development.

Practicesclaude.com/blog/anthropics-approach-to-teaching-and-learning-ai
Claude Blog49d ago

How monday.com transformed its platform into an agent-first product where humans and agents collaborate

The monday team shares lessons from the transition to an agent-first product after they rebuilt the platform around Anthropic's Claude.

Practicesclaude.com/blog/how-monday-com-transformed-its-platform-into-an-agent-first-product-where-humans-and-agents-collaborate
Claude Blog49d ago

The Claude Code guide for startups

The five rules startups use with Claude Code to ship like teams 10x their size—Anthropic's guide to AI-native building, from everyone-ships culture to AI-native SDLCs.

Practicesclaude.com/blog/claude-code-guide-for-startups

August 18

Tue · Aug 18 · 1 post
Claude Blog51d ago

The Claude Science product guide

We share how to use Claude Science, including setting up common workflows, new life sciences skills, and popular database connectors.

Practicesclaude.com/blog/the-claude-science-product-guide

August 14

Fri · Aug 14 · 1 post
Claude Blog55d ago

Maximizing the value of your Claude Code sessions

Practical tips for how to run efficient sessions that get the most value from every token.

Practicesclaude.com/blog/maximizing-the-value-of-your-claude-code-sessions

July 30

Thu · Jul 30 · 1 post
Google AI for Developers70d ago

How to use Google microbenchmarks for evaluating TPU performance

Google's open-source TPU microbenchmark suite provides developers with granular performance metrics across Network, Compute, HBM, Host Transfer, and Attention components to validate real-world hardware capabilities. By leveraging these benchmarks to establish a Roofline model, engineers can accurately diagnose whether their machine learning workloads are compute-, memory-, or network-bound. This empirical baseline directly guides targeted software optimizations—such as kernel tuning, mesh sharding, and rematerialization—to maximize hardware utilization for large-scale model deployments.

Practicesdevelopers.googleblog.com/how-to-use-google-microbenchmarks-for-evaluating-tpu-performance/

July 24

Fri · Jul 24 · 2 posts
Claude Blog76d ago

Claude models explained: choosing the best model for your use case

Anthropic's guide to choosing the best Claude model for your use case — how Fable, Opus, Sonnet, and Haiku differ in intelligence, speed, and cost, and when to use each.

Practicesclaude.com/blog/claude-models-explained-choosing-the-best-model-for-your-use-case
Claude Blog76d ago

The new rules of context engineering for Claude 5 generation models

We removed over 80% of Claude Code's system prompt for more advanced models. How to apply the lessons we learned to your own context engineering in Claude Code and with your own agents.

Practicesclaude.com/blog/the-new-rules-of-context-engineering-for-claude-5-generation-models

July 21

Tue · Jul 21 · 1 post
Claude Blog79d ago

How Anthropic secures its AI-native software development lifecycle

Anthropic Deputy CISO Jason Clinton details how the Security Engineering team secures an AI-native SDLC where AI authors 80% of merged code.

Practicesclaude.com/blog/how-anthropic-secures-its-ai-native-software-development-lifecycle

July 16

Thu · Jul 16 · 1 post
Claude Blog84d ago

Working with Claude Fable 5 in Claude Cowork

Anthropic's Claude Fable 5 can carry long, complex work on its own. Here's how to get the most out of it in Claude Cowork.

Practicesclaude.com/blog/working-with-claude-fable-5-in-claude-cowork
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