Product updates, engineering insights, and company news.
Automate a WinForms application in 2026: an AI agent drives .NET desktop controls through the Windows UI Automation tree, no COM interop or pixel-clicking.
SAP automation when Basis has disabled SAP GUI Scripting: a desktop AI agent drives the SAP GUI for Windows window through Windows accessibility, not the API.
Use AI to edit, format, summarize, and rewrite Microsoft Word documents on your desktop, including local DOCX files, with permission before every change.
How desktop AI agents work in 2026: the screenshot-plan-act loop, accessibility-tree control, the role of permissions, and why a desktop runtime matters.
Convert PDF to Excel with AI on your desktop: keep files local, extract tables, and save a clean .xlsx with permission before each write.
Desktop AI agent vs browser agent: one drives your real macOS or Windows machine with permission; the other clicks inside a cloud browser tab.
Extract data from PDF with AI on your desktop: keep invoices, contracts, and reports off vendor servers. A local-first workflow with a desktop AI agent.
Best desktop AI agents in 2026: seven tools ranked by where each runs, your Mac or PC, a container, a cloud VM, or a browser. Only three touch your files.
Automate file organization with AI on macOS or Windows. A step-by-step guide that keeps files local, uses permissions, and shows what a desktop agent does.
How much RAM, VRAM and NPU you actually need in 2026, from 16 GB for a cloud-model agent to a 32 GB RTX 5090 or an M3 Ultra for local 30B+ models.
AI for desktop is software that runs on macOS or Windows and uses a frontier AI model to plan and execute multi-step tasks across your files, apps, and shell.
An AI agent audit trail must record every action, prompt, and tool call with timestamps and integrity controls. Here's what to log and why.
How Lapu AI works on macOS and Windows: the agent loop, permission tiers, audit trail, and local-first execution that keeps you in control of every action.
Follow us for updates on product development and the future of desktop AI agents.
Lapu AI handles the repetitive work between you and outcomes. One desktop agent, zero tab-switching. Available now on macOS and Windows.
Free to start. Cancel in 1 click. Files stay on your machine.
