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Developers building Claude plugins across different environments (Claude Code, Cowork, Cursor, VS Code, Windsurf) need to understand platform-specific persistence constraints to ensure user data survives session boundaries.
Developers and traders can now query institutional-grade ML options pricing models directly from Claude or Cursor with zero setup cost, enabling rapid screening for structural mispricings and ratio spread opportunities that previously required expensive Bloomberg infrastructure and custom models.
Developers and site operators can use agent.json and the agentweb toolkit to make their websites discoverable and safe for AI agents to interact with, closing a critical gap in how the web currently supports agent-driven interactions.
Teams evaluating AI coding tools should benchmark agent frameworks head-to-head on the same model rather than comparing models across frameworks, since scaffolding improvements can move performance by twenty or more points while model upgrades at the frontier yield roughly one.
Watch for Codex's desktop computer-use feature, which reportedly lets users direct the agent to any installed application via `@`-mentions — a potentially significant expansion of agentic coding workflows beyond the terminal.
Lavelle Hatcher Jr walks through serving Qwen3.6-35B-A3B — a 35B sparse MoE model scoring 73.4% on SWE-bench Verified — locally with vLLM and wiring it up as a tool-calling coding agent via the OpenAI SDK.
Integrate Slop Cop into your Claude Code or Cursor workflow to automatically self-edit AI-generated prose for 48 common LLM tell patterns — no manual review required.
Teams building AI agents for sales workflows can now connect directly to live Salesforce data — including Einstein AI insights and SOQL queries — without writing custom API integrations or leaving the chat interface.
Developers building agentic workflows on macOS can now give any MCP client deep, runtime-free OS control — from browser automation to GUI interaction to OCR — through a single installable, permission-persisting Swift bundle.
After 30 days running MCP servers in production, Atlas Whoff shares hard-won lessons on tool descriptions, schema efficiency, statelessness, error messaging, and naming conventions that make or break Claude-powered automations at scale.