Blog

Writing about local-first AI workflows.

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

Featured

The 'where did I leave off' problem your AI tools should solve for you

Every morning you stare at five chat sessions across three projects and try to remember which one had the unfinished migration. Daily Briefing is the page that does that for you — automatically, cross-project, every morning.

Product2026-05-245 min read
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Product

Why your AI still forgets — and how Onevium's memory finally fixed it

Cursor has rules, Claude Code has CLAUDE.md, every tool claims to have memory. So why does your AI keep asking the same questions? Onevium 1.1.6 ships a three-layer memory system that actually shows up in every reply — and lets you see exactly what it remembered.

2026-05-247 min read
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Product

Channels redesigned, and a real browser that actually feels like one

v1.1.2 finishes two threads we have been pulling on for months: the multi-platform Channels bridge becomes a calm, inline-editable surface, and the in-app Browser graduates from a preview pane to a full browsing surface with a persistent profile.

2026-05-035 min read
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Product

A v0 alternative that gives your AI a real browser, not a sandbox

v0, Lovable, and Bolt preview a generated UI inside their own sandbox. Onevium gives your AI agent a real browser pinned to your real codebase — and that changes the loop.

2026-04-286 min read
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Engineering

Why self-evaluating agents outperform prompt loops by 10 points

Anthropic's Managed Agents introduced the harness pattern — a self-evaluating orchestration layer that closes the reliability gap between demo agents and production agents.

2026-04-106 min read
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Engineering

Stop doing ten tasks in one thread — delegate to subagents

Subagents split exploration, review, and implementation into parallel isolated contexts. Here is when delegation beats a single long session.

2026-04-105 min read
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Engineering

Claude Managed Agents: what it means for local agent workflows

Anthropic just launched Managed Agents — cloud-hosted, sandboxed agent infrastructure. Here is what that changes for teams already running agents locally.

2026-04-097 min read
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Engineering

Why your AI coding agent forgets everything between sessions

Persistent memory is the missing layer in agentic IDEs. Here is how context engineering turns a stateless agent into one that actually knows your project.

2026-04-086 min read
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Engineering

Three trust levels for autonomous coding agents

Binary permission models break in practice. A tiered approach — default, auto, and full access — gives agents room to work without giving up control.

2026-04-075 min read
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Product

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.

2026-03-305 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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