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title: Blog - Aqua
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# Blog

Development notes and technical deep-dives on Aqua.

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## 2025

### December

- **[Serialize: How I Solved the Context Window Problem for Long-Running Agent Projects]({{ site.baseurl }}{% post_url 2025-12-04-serialize-long-running-projects %})** - Dec 4, 2025

  AI agents are great at focused tasks. But what happens when the project is bigger than what fits in a single context window? This post documents the journey from problem to solution, including the dead ends and the insight that made everything click.

- **[Agent Roles: Teaching Your Multi-Agent System Specialization]({{ site.baseurl }}{% post_url 2025-12-03-agent-roles %})** - Dec 3, 2025

  When you spawn multiple Claude agents, they all have the same capabilities and context. But what if you want specialized agents - a frontend expert, a backend wizard, a test writer? Enter agent roles.

- **[Introducing Aqua: Multi-Agent Coordination Without the Complexity]({{ site.baseurl }}{% post_url 2025-12-02-introducing-aqua %})** - Dec 2, 2025

  Why I built Aqua and what problems it solves for AI-assisted development.

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