APRIL 22, 2026 Developer Relations Engineering Agent Ecosystems AI agents are transitioning from experimental scripts to production services. But while models get smarter, the infrastructure required to build, evaluate, and deploy them remains stubbornly fragmented. Developers and their coding assistants often struggle with isolation, wasting time and tokens ingesting massive amounts of documentat
Amazon OpenSearch Service now supports rollback for service software updates Amazon OpenSearch Service now supports rollback for service software updates, giving you greater control when managing updates to your Amazon OpenSearch Service domains. Previously, once a software update was applied, there was no self-service option to revert it to a previous version if you encountered an unexpected issu
https://claude.com/blog/building-agents-that-reach-production-systems-with-mcp Agents are only as useful as the systems they can reach. Teams tend to converge on three approaches for connecting them to external systems—direct API calls, CLIs, and MCP. This post lays out where each fits, why production agents tend to land on MCP, and the patterns for building those integrations effectively. Connect
wterm ("dub-term") renders to the DOM — native text selection, copy/paste, find, and accessibility come for free. The core is written in Zig and compiled to WASM for near-native performance. wterm ("dub-term") renders to the DOM — native text selection, copy/paste, find, and accessibility come for free. The core is written in Zig and compiled to WASM for near-native performance. Features Zig + WAS
Cloudflare’s AI Platform: an inference layer designed for agents2026-04-16 AI models are changing quickly: the best model to use for agentic coding today might in three months be a completely different model from a different provider. On top of this, real-world use cases often require calling more than one model. Your customer support agent might use a fast, cheap model to classify a user's messag
Put Claude Code on autopilot. Define routines that run on a schedule, trigger on API calls, or react to GitHub events from Anthropic-managed cloud infrastructure. Documentation IndexFetch the complete documentation index at: https://code.claude.com/docs/llms.txt Use this file to discover all available pages before exploring further. A routine is a saved Claude Code configuration: a prompt, one or
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With LM Studio 0.4.1, we're introducing an Anthropic-compatible /v1/messages endpoint. This means you can use your local models with Claude Code! LM Studio and Claude Code First, install LM Studio from lmstudio.ai/download and set up a model. Alternatively, if you are running in a VM or on a remote server, install llmster:
Claude Managed Agents gives you a fully managed agent runtime. Claude can read files, run commands, browse the web, and call MCP servers without you building the agent loop yourself. This guide builds an internal knowledge agent on Vercel where your team can ask questions across GitHub, Notion, and Slack. It covers Sign in with Vercel for auth, a durable Workflow that polls and streams agent event
Choosing a React Form Library in 2026: React Hook Form, TanStack Form, and Formisch Compared TanStack Form has been gaining adoption as an alternative to React Hook Form, especially for teams building complex, type-safe forms in React. This has led to more direct comparisons between TanStack Form and React Hook Form, particularly when deciding whether switching is worth the effort. Whether you sho
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