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A promotional tweet for a book titled '30 Agents Every AI Engineer Must Build', offering guidance on building scalable and secure AI agent systems using proven architectures and tools like LangChain and LangGraph.
A benchmark of 8 AI coding agents on building a VPS management toolkit found that only one of four implementations was production-ready, with a total cost of $1.94 and a 1:28 ratio between planning and code costs.
This project includes 170 production-grade Claude skill packs covering 9 areas, with instruction docs, Python scripts, and reference resources. They can be installed and used directly, supporting multiple AI coding tools.
Google team publishes a 50-page guide on moving from vibe coding to agentic engineering, focusing on the software development life cycle with AI agents, emphasizing that most failures are harness failures not model failures.
The author describes a voice agent call cut off at 600 seconds without warning, and proposes a testing approach to handle max duration gracefully, including pre-cutoff warnings and state preservation.
An architectural approach for building agentic backends using separate workers that compose together without integration code, running on a shared engine that provides queue, state, pubsub, observability, HTTP, sandbox, and cron capabilities.
The article introduces iii, an open-source platform for building production-ready agentic backends using composable workers that replace traditional service integration, offering a React-like paradigm for backend engineering.
A senior Google engineer has freely released a 421-page AI construction guide, 'Agentic Design Patterns,' which includes code and can be directly used in production environments.
LangChain officially open-sourced Deep Agent, an out-of-the-box agent harness that supports long tasks, multi-step workflows, pluggable components, model-agnostic, production-ready.
Angular v22 is released, bringing Signal Forms, Angular Aria, and Asynchronous Reactivity APIs to production-ready status, along with various stability and ergonomic improvements.
Kakuna is a skill that hardens codebases by automating boring tasks, making production-ready commits with audit trails, and encoding opinions on designing apps for both human and agent access, focusing on subagent parallelism and the 'mullet factory' approach.
A skill is being developed to transform a 'vibecoded slop app' into a production-ready, e2e tested, maintainable, parallelizable agent repository, resulting in a robust codebase after 103 commits over 16 hours.
Pyrefly, an open-source Python type checker and language server, reaches v1.0, marking production readiness with significant performance improvements and adoption by major codebases like PyTorch and NumPy.
OptiLLM is an open-source inference proxy that boosts LLM reasoning accuracy by up to 10x using advanced techniques without requiring retraining, compatible with various AI APIs.
本文深入解析了FactoryAI的Missions多智能体架构，通过角色分工、验证合约与结构化交接机制，实现了可在生产环境中连续稳定运行数十天的自动化编码系统。该设计将软件工程瓶颈从人工执行转向人类注意力管理，为开发者提供了可落地的长期多智能体协作方案。
This article introduces 7 production-ready skills from the Hermes Skills Hub, covering the full lifecycle from tool integration and structured output to deployment, observability, and security.
Google releases Gemini 2.5 Flash-Lite as stable and generally available, the fastest and lowest-cost model in the Gemini 2.5 family at $0.10 input/$0.40 output per 1M tokens, featuring native reasoning capabilities and full feature parity with native tools.
OpenAI is making the Realtime API generally available with a new advanced speech-to-speech model called gpt-realtime, featuring improved instruction following, tool calling, and natural speech quality. New capabilities include MCP server support, image inputs, SIP phone calling, and two new voices (Cedar and Marin).