Blog
Development notes and technical deep-dives on Aqua.
2025
December
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Serialize: How I Solved the Context Window Problem for Long-Running Agent 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.
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Agent Roles: Teaching Your Multi-Agent System Specialization - 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.
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Introducing Aqua: Multi-Agent Coordination Without the Complexity - Dec 2, 2025
Why I built Aqua and what problems it solves for AI-assisted development.