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Ideas, lessons, and updates

What we're thinking about, what we've learned, and what we're building.

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OpenClawAIOpen Source

What Is OpenClaw and Why It Matters

OpenClaw is an open-source AI orchestration platform that gives teams full control over their AI stack. Here's what it does, why we use it, and how to know if it's right for you.

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AutomationOperations

The Real Cost of Manual Data Entry

Manual data entry isn't just slow — it's one of the most expensive hidden costs in your business. Here's how to calculate it and what to do about it.

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AIEngineeringVibe Coding

Vibe Coding Is Real — and It's Not What You Think

Vibe coding isn't about replacing developers. It's about changing how we build software. Here's what it actually looks like in practice.

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AIAgentsEngineering

Building AI Agents That Actually Work

Most AI agent projects fail because they try to do too much. Here's how we scope, build, and ship agents that reliably solve real problems.

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StrategyEngineering

When to Build Custom vs. Buy Off the Shelf

Should you build a custom tool or buy an existing one? The answer depends on fewer factors than you think. Here's how we help clients decide.

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AutomationStrategy

Why Most Automation Projects Fail

Automation is supposed to save time and money. So why do so many projects stall, get abandoned, or make things worse? We break down the common patterns.

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ProcessCase Study

How We Scoped a Project in One Week

Most scoping takes months. We did it in five days — and shipped a working prototype the next week. Here's how.

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