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Developers building internal tools, browser extensions, or quick prototypes can use ClientAgentJS to add multi-provider AI capabilities — including MCP tool use — without standing up any backend infrastructure.
Teams using multiple coding agents (Claude Code, Cursor, Copilot, etc.) can generate one reusable API skill and share it across all of them, eliminating per-session doc re-reading and manual endpoint wrangling for every developer.
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.
Teams running OpenClaw as a continuous agent can evaluate Mercury 2 as a drop-in model to dramatically cut latency and cost without sacrificing task accuracy.
Apply the Principle of Least Context now — by routing all tool calls and file reads through isolated sub-agents and keeping the main orchestrator lean — to prevent context rot from silently degrading Claude Code's output quality on long-running tasks.
CLI users can now set model selection to `auto` and let Copilot optimize model choice per task, eliminating the need to manually evaluate and switch between models for different coding workflows.