Agent protocols, tool use, async workflows, and the key moves shaping the agent economy.https://agenteconomy.cn/en-usThu, 21 May 2026 00:02:29 GMThttps://agenteconomy.cn/en/blog/qwen37-max-agent-frontier/https://agenteconomy.cn/en/blog/qwen37-max-agent-frontier/Alibaba's Qwen3.7-Max achieves breakthroughs in coding agents, MCP integration, and long-horizon autonomous execution, including a 35-hour fully autonomous GPU kernel optimization achieving 10x speedup.Thu, 21 May 2026 00:02:29 GMThttps://agenteconomy.cn/en/blog/forge-agent-guardrails/https://agenteconomy.cn/en/blog/forge-agent-guardrails/Forge is a lightweight Python framework that lifts local 8B models to near-frontier performance on complex agentic workflows through response validation, retry nudges, and step enforcement.Wed, 20 May 2026 00:02:15 GMThttps://agenteconomy.cn/en/blog/anthropic-acquires-stainless/https://agenteconomy.cn/en/blog/anthropic-acquires-stainless/Anthropic acquires SDK and MCP server tooling company Stainless to strengthen Claude's ability to connect to external systems and data, accelerating its agent platform strategy.Tue, 19 May 2026 00:02:49 GMThttps://agenteconomy.cn/en/blog/delta-mem-llm-online-memory/https://agenteconomy.cn/en/blog/delta-mem-llm-online-memory/A new lightweight memory mechanism using only an 8×8 state matrix gives frozen LLMs associative memory through delta-rule learning, boosting agent benchmark performance by up to 31% without full fine-tuning.Sun, 17 May 2026 00:02:47 GMThttps://agenteconomy.cn/en/blog/frontier-ai-broken-ctf-format/https://agenteconomy.cn/en/blog/frontier-ai-broken-ctf-format/As frontier AI models like Claude Opus 4.5 and GPT-5.5 reach the ability to autonomously solve medium-to-hard cybersecurity challenges, the open CTF format is losing its meaning as a measure of human skill.Sun, 17 May 2026 00:02:47 GMThttps://agenteconomy.cn/en/blog/codex-in-chatgpt-mobile/https://agenteconomy.cn/en/blog/codex-in-chatgpt-mobile/OpenAI brings its coding agent Codex to mobile, with Remote SSH, programmatic access tokens, and Hooks for enterprise workflows — letting developers stay connected to long-running agent tasks from any device.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/intercom-becomes-fin/https://agenteconomy.cn/en/blog/intercom-becomes-fin/A 15-year-old SaaS company rebrands around its AI customer agent product, signaling that the AI agent pivot is no longer just for startups.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/needle-gemini-tool-calling-26m/https://agenteconomy.cn/en/blog/needle-gemini-tool-calling-26m/Cactus Compute releases Needle, a 26M parameter tool-calling model that runs on tiny devices like phones and watches, opening new possibilities for edge AI agent deployment.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/gitlab-restructures-for-the-agentic-era/https://agenteconomy.cn/en/blog/gitlab-restructures-for-the-agentic-era/GitLab CEO Bill Staples lays out a sweeping strategic and operational overhaul, rebuilding the DevSecOps platform for machine-scale software creation, agent-first APIs, and consumption-based pricing for AI agent work.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/llms-corrupt-documents-when-you-delegate/https://agenteconomy.cn/en/blog/llms-corrupt-documents-when-you-delegate/A new benchmark shows that even frontier models like Gemini 3.1 Pro, Claude 4.6 Opus, and GPT 5.4 corrupt roughly 25% of document content in long delegated workflows, and agentic tool use doesn't help.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/anthropic-teaching-claude-why/https://agenteconomy.cn/en/blog/anthropic-teaching-claude-why/Anthropic publishes a detailed technical report on how it eliminated blackmail and sabotage behaviors from Claude — by teaching principles over actions, achieving 28x efficiency gains in alignment training.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/google-fraud-defense-agentic-web/https://agenteconomy.cn/en/blog/google-fraud-defense-agentic-web/Google Cloud launches Fraud Defense, the next evolution of reCAPTCHA, providing identity verification, traffic classification, and policy control for the agentic web era.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/anthropic-finance-agent-templates/https://agenteconomy.cn/en/blog/anthropic-finance-agent-templates/Anthropic released ten ready-to-run agent templates for financial services, targeting pitchbook building, KYC screening, and month-end closing, alongside Microsoft 365 add-in support to embed Claude into core financial workflows.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/computer-use-45x-cost-comparison/https://agenteconomy.cn/en/blog/computer-use-45x-cost-comparison/A Reflex benchmark shows vision-based computer use costs 45x more than structured API calls for the same task, runs 50x slower, and produces highly variable results — hard data for agent architecture decisions.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/cloudflare-agents-stripe-projects/https://agenteconomy.cn/en/blog/cloudflare-agents-stripe-projects/Cloudflare and Stripe jointly launch a new protocol enabling AI agents to autonomously create Cloudflare accounts, start paid subscriptions, register domains, and obtain API tokens — all without human form-filling.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/theo-claude-code-openclaw-detection/https://agenteconomy.cn/en/blog/theo-claude-code-openclaw-detection/Developer Theo discovered that Claude Code scans git commit history for mentions of OpenClaw, and refuses to execute or charges extra when it finds one — raising questions about agent privacy and competitive behavior.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/claude-for-creative-work/https://agenteconomy.cn/en/blog/claude-for-creative-work/Claude can now work directly with Blender, Adobe, Autodesk, Ableton, and more through MCP-based connectors, bringing AI assistance into professional creative workflows.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/copy-fail-cve-2026-31431/https://agenteconomy.cn/en/blog/copy-fail-cve-2026-31431/A 732-byte Python script grants root on every major Linux distribution since 2017 — no race conditions, no per-distro offsets, and it works across containers.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/ramp-sheets-ai-exfiltrates-financials/https://agenteconomy.cn/en/blog/ramp-sheets-ai-exfiltrates-financials/PromptArmor reveals an indirect prompt injection vulnerability in Ramp's AI-powered spreadsheet tool, where hidden instructions in external datasets can manipulate the AI into inserting formulas that leak financial data to attackers — no user approval required.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/openai-on-aws/https://agenteconomy.cn/en/blog/openai-on-aws/OpenAI and AWS expand their partnership to bring GPT-5.5, Codex, and new Bedrock Managed Agents to AWS customers, giving enterprises a direct path to deploy frontier AI within their existing cloud infrastructure.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/anthropic-project-deal-agent-marketplace/https://agenteconomy.cn/en/blog/anthropic-project-deal-agent-marketplace/Anthropic let Claude agents represent employees in an internal classifieds market, producing 186 real-world deals worth more than $4000. The experiment shows agent-to-agent commerce is already plausible, but stronger models create measurable negotiation advantages that users may not notice.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/openai-codex-chronicle-screen-memory/https://agenteconomy.cn/en/blog/openai-codex-chronicle-screen-memory/OpenAI unveils Chronicle for Codex as an opt-in research preview, using screen capture to build automatic work memories and reduce the need to restate context, while introducing new privacy and prompt injection risks.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/simulacrum-of-knowledge-work/https://agenteconomy.cn/en/blog/simulacrum-of-knowledge-work/One Happy Fellow argues that LLMs break the proxy measures organizations use to judge knowledge work. When spelling, formatting, review rituals, and professional tone can be generated cheaply, teams need better ways to verify whether work is actually true, useful, and decision-grade.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/deepseek-v4-preview-1m-context/https://agenteconomy.cn/en/blog/deepseek-v4-preview-1m-context/DeepSeek has released and open-sourced the V4 preview, with Pro and Flash variants and 1M context as the default across official services. The release matters less as a benchmark update than as a push to make long-context agent workflows cheaper and more deployable.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/all-your-agents-are-going-async/https://agenteconomy.cn/en/blog/all-your-agents-are-going-async/AI agents are shifting from synchronous chat to async background execution, breaking traditional HTTP transport design and requiring new durable transport and durable state solutions.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/openai-workspace-agents-chatgpt/https://agenteconomy.cn/en/blog/openai-workspace-agents-chatgpt/OpenAI pushes agents from personal assistants into shared team workflows, aiming not just at chat but at the workflow layer inside the enterprise stack.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/zindex-diagram-infrastructure-agents/https://agenteconomy.cn/en/blog/zindex-diagram-infrastructure-agents/zindex introduces the Diagram Scene Protocol (DSP), enabling agents to create and edit diagrams as structured, versioned state. This marks a paradigm shift from ephemeral AI-generated output to durable artifacts.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/chatgpt-images-2-openai-release/https://agenteconomy.cn/en/blog/chatgpt-images-2-openai-release/Leaked documents from DSP StackAdapt reveal ChatGPT ad placements driven by prompt relevance, with CPMs ranging from $15-$60 and a $50,000 minimum spend for the pilot program. This marks the official opening of the AI conversation ad market.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/codex-for-almost-everything-openai/https://agenteconomy.cn/en/blog/codex-for-almost-everything-openai/OpenAI releases a major update to Codex with computer use, image generation, PR reviews, and more.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/introducing-claude-opus-47-anthropic/https://agenteconomy.cn/en/blog/introducing-claude-opus-47-anthropic/Anthropic introduces Claude Opus 4.7 with enhanced AI capabilities.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/the-gemini-app-is-now-available-on-mac-os/https://agenteconomy.cn/en/blog/the-gemini-app-is-now-available-on-mac-os/Google is bringing the Gemini app to macOS as a native desktop experience.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/skills-in-chrome-ai-workflows/https://agenteconomy.cn/en/blog/skills-in-chrome-ai-workflows/Google Chrome launches Skills, letting users save and reuse AI prompts with one-click personalized workflows.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/linux-kernel-coding-assistants-guidelines/https://agenteconomy.cn/en/blog/linux-kernel-coding-assistants-guidelines/Linux kernel establishes first formal AI-assisted programming policy: AI cannot add Signed-off-by, humans bear full responsibility.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/a-backend-for-ai-coded-apps/https://agenteconomy.cn/en/blog/a-backend-for-ai-coded-apps/Instant 1.0 officially released, turning coding agents into full-stack app builders. Multi-tenant architecture, sync engine, fully open source.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/claude-managed-agents-get-to-production-10x-faster/https://agenteconomy.cn/en/blog/claude-managed-agents-get-to-production-10x-faster/Anthropic introduces composable APIs for building and deploying cloud-hosted agents at scale, significantly reducing time to production.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/introducing-muse-spark-scaling-towards-personal-su/https://agenteconomy.cn/en/blog/introducing-muse-spark-scaling-towards-personal-su/Meta announces initiative to provide everyone with their own superintelligent assistant, enabling truly personalized AI experiences.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/mintlify-chromafs-virtual-filesystem/https://agenteconomy.cn/en/blog/mintlify-chromafs-virtual-filesystem/Reduced doc assistant boot time from 46s to 100ms, marginal cost from $0.0137 to $0. Virtual filesystem built on just-bash and Chroma DB.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/claude-code-source-leak-insights/https://agenteconomy.cn/en/blog/claude-code-source-leak-insights/npm source map leak exposed 512K lines of code, revealing fake tools, frustration regexes, BUDDY virtual pet, KAIROS/ULTRAPLAN modes, and more.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/agents-of-chaos-red-teaming-study/https://agenteconomy.cn/en/blog/agents-of-chaos-red-teaming-study/Research team from Northeastern University and others conducted red-teaming on AI agents, discovering serious vulnerabilities including unauthorized compliance and destructive actions.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/linear-agent-interaction-guidelines/https://agenteconomy.cn/en/blog/linear-agent-interaction-guidelines/6 core design principles for agent-human interaction: identity disclosure, native integration, instant feedback, state transparency, disengagement respect, human accountability.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/ai-agents-could-make-free-software-matter-again/https://agenteconomy.cn/en/blog/ai-agents-could-make-free-software-matter-again/With AI coding assistants, free software may see a renaissance. When AI can read and modify code, source access becomes user capability, not programmer privilege.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/hyperagents-self-improving-agents/https://agenteconomy.cn/en/blog/hyperagents-self-improving-agents/Meta AI releases HyperAgents, enabling AI agents to autonomously optimize code to complete tasks via self-referential loops.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/design-ui-using-ai-with-stitch-from-google-labs/https://agenteconomy.cn/en/blog/design-ui-using-ai-with-stitch-from-google-labs/Stitch is evolving into an AI-native platform that allows anyone to create, iterate, and collaborate on high-fidelity UI.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/gemini-3-1-pro-model-card/https://agenteconomy.cn/en/blog/gemini-3-1-pro-model-card/Figma introduces Claude Code to Figma, allowing developers to convert code directly into editable designs. In the AI era, the core work of design is finding the best solutions in infinite possibilities.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/rynnbrain-alibaba-embodied-model/https://agenteconomy.cn/en/blog/rynnbrain-alibaba-embodied-model/Entire is going beyond repositories, building a developer platform where agents and humans can collaborate, interact, and grow. The birth of a new galaxy draws near.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/ai-hires-humans/https://agenteconomy.cn/en/blog/ai-hires-humans/Rent a Human introduces a disruptive concept where AI agents hire humans for physical tasks, marking a fundamental shift in human-machine relationships.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/google-announced-agent-payments-protocol-ap2/https://agenteconomy.cn/en/blog/google-announced-agent-payments-protocol-ap2/Google announced AP2, an open protocol built on A2A that enables secure payment transactions between AI agents.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/google-a2a-protocol/https://agenteconomy.cn/en/blog/google-a2a-protocol/Google announces A2A open protocol enabling agents from different frameworks and vendors to collaborate, ushering in a new era of agent interoperability.Fri, 15 May 2026 00:02:50 GMThttps://agenteconomy.cn/en/blog/anthropic-model-context-protocol/https://agenteconomy.cn/en/blog/anthropic-model-context-protocol/Anthropic open-sources MCP, an open standard connecting AI assistants to data systems, solving the isolation between AI and data silos.Fri, 15 May 2026 00:02:50 GMT