Blog

Field notes.

Patterns, lessons, and tools from building AI workspaces that actually run businesses.

Published Builders

When AI Agents Quit Halfway Through

Multi-step AI agents fail silently — they report success after completing 3 of 8 steps. How we built verification hooks that catch early exits before they compound.

Feb 2026 · 6 min read
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Published Operators

What Happens in Your First 30 Days

From empty folder to AI that knows your projects, calendar, and decisions.

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Published Operators

One Operator, Five Projects

Running e-commerce, consulting, and personal goals from one workspace.

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Published Operators

The Cost of AI Without Structure

Re-explaining your business from scratch in every conversation.

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Published Builders

Why Your AI Forgets Everything Between Sessions

The session logging pattern that gives AI memory across conversations.

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Published Builders

The Problem With Copying Your Best Setup

One-way propagation from a master source is the only pattern that scales.

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Open Source

Slack Bot for Claude Code

Let your team gather business context and run tasks from Slack. Runs locally — no API keys, no per-token costs.

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