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AI agents bring language models into workflows that involve planning, using tools and carrying out tasks across software. ByteForward follows coding agents, browser automation, application integrations and assistants that work through several steps toward a goal. Coverage focuses on the permissions, supported actions and human controls that shape what an agent can actually do. Reliability also depends on the tools, task environment and checks around the model. Costs, execution limits and recovery from mistakes are practical considerations for anyone adopting automated AI workflows. Our AI tools reporting covers the applications and developer platforms that make these workflows available. Explore AI safety and security for reporting on prompt injection, containment and other risks connected to agent access. Use the articles below to understand new capabilities alongside the oversight they need.
Anthropic is done pretending most developers read every shell prompt. Per the Claude Code blog, auto mode becomes the default on Pro, Max, and Team plans starting August 14, routing each tool call through a permission classifier instead of a…
Meta just put a coding agent in the terminal and priced the model behind it like a product, not a research teaser. Per Meta AI Research, Muse Code is in beta for macOS and Linux on Muse Spark 1.2, with…
Agent tool servers just lost their excuse for sticky sessions. The Model Context Protocol’s 2026-07-28 spec turns MCP from a bidirectional stateful protocol into a request/response stateless one — so ordinary load-balanced HTTP finally works. The official MCP blog post…
Issue trackers just became another place you can fire a coding agent without opening an IDE. GitHub’s changelog says the Copilot cloud agent for Linear is generally available: assign a Linear issue to Copilot, and it works asynchronously toward a…
Pinning one frontier model for every coding turn just got harder to defend. Cursor shipped Cursor Router to general availability: Auto mode now classifies each request and sends hard work to frontier models while price-efficient models handle the rest. Per…
Long-running agents need a place to work that is not your laptop and not a shared container with your keys in the guest. Perplexity says that place is now SPACE — Sandboxed Platform for Agentic Code Execution — the sandbox…
Most professional firms already have AI on every desk. Drafting is faster. Modeling is faster. Growth often is not. Intapp is selling that gap as a product category. On July 15, 2026, the company made Celeste generally available — an…
