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AI tools are becoming part of everyday writing, coding, research and business work. ByteForward follows AI apps, coding assistants, developer tools and connected workflows with a practical question in mind. What can you actually use, and what does it take to make it useful? Coverage looks at product updates, integrations, account access and the limits that affect real tasks. Details such as usage allowances, data handling, platform support and setup requirements can matter as much as a feature announcement. Our AI agents coverage explores tools that plan steps and act across software with human oversight. When a product update depends on a new underlying system, our AI model reporting explains the capabilities and tradeoffs behind it. Browse the latest stories to find clearer context for choosing AI productivity tools and building workflows that fit your work.
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…
Google just made Workspace video feel less like a slide deck with motion and more like a generative editor. In a Workspace blog post, the company says Gemini Omni and personal avatars are rolling into Google Vids, so teams can…
Search AI Mode is done being a read-only answer box. Google said U.S. users can now connect apps inside AI Mode and act on results without bouncing through a separate chat product. The Gemini app already had connectors. This move…
Coding agents made software cheaper to produce. Quality did not get the same speed-up. Functionize’s answer, announced July 16, is Studio: an agentic QA surface whose job is to attack the app until it proves the release works as intended.…
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…
Chrome’s AI sidekick is no longer a U.S.-first novelty for British desktop users. On July 14, 2026, Google said many of Chrome’s latest AI features are rolling out to desktop users in the U.K., with iOS following next month. Gemini…
Finance teams do not lose hours because research is hard to find. They lose hours moving trusted intel into the files that get sent upstairs. On July 14, 2026, AlphaSense launched native AI assistants for PowerPoint and Excel, plus deeper…
Anthropic just put a year of premium Claude in front of verified U.S. K-12 teachers for free. The product is lesson planning, differentiation, and classroom data work for the adult in the room — not another student chatbot. In a…
Apple just put its biggest Siri rewrite in ordinary hands. The first iOS 27 public beta is live, matching the third developer build, and the headline feature is Siri AI — the assistant Apple previewed at WWDC26 as a real…
