Blog

Writing about local-first AI workflows.

Use this surface for launch stories, workflow essays, release framing, and search-driven editorial content.

Featured

Automate recurring tasks with scheduled runs

Set up cron-based AI tasks that run on their own — daily standups, weekly reports, production health checks — without manual prompting.

Product2026-03-305 min read
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Product

Kick off coding tasks from team chat

Turn Feishu, DingTalk, or Discord threads into scoped AI tasks — without leaving the conversation.

2026-03-296 min read
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Product

Control your browser with natural language

Navigate pages, fill forms, extract data, and monitor dashboards — all by describing what you want in plain English.

2026-03-285 min read
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Engineering

Review pull requests from your desktop

Catch regressions, flag missing tests, and enforce team conventions — with an AI reviewer that knows your codebase.

2026-03-275 min read
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Engineering

Onboard to any codebase in minutes

Trace request flows, map module ownership, and find the right files fast — without reading every line yourself.

2026-03-264 min read
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Design

Build and iterate on front-end designs

Turn mockups and visual references into working UI, then verify the result in a real browser — all from one conversation.

2026-03-255 min read
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Product

Local AI workflows need a real operating surface

Why terminal-native agents become more useful when you add visibility, automation, and deployment surfaces around them.

2026-03-206 min read
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Design

Designing browser-first agent experiences

A practical framing for products whose strongest value comes from acting across live web surfaces instead of only generating text.

2026-03-164 min read
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Engineering

Shipping team bots without losing control

How isolated sessions, approval modes, and role-based bots make channel deployment practical instead of chaotic.

2026-03-115 min read
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