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Research Blog

The Golem Lab Journal

[blog] Insights, experiments, and discoveries from the frontier.

Technical deep-dives, research papers, and engineering explorations from the autonomous code intelligence lab.

Scaling Context Windows for Monolithic Codebases

How we achieved 100K token context windows with hierarchical attention for large-scale codebases.

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The Hive Mind Architecture

A distributed multi-agent system design for parallel software engineering tasks.

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Self-Evolving Code: Beyond Static Generation

Moving from reactive code generation to proactive system optimization.

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Securing Autonomous Agents

Sandboxing strategies and runtime protection for self-modifying code systems.

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Context-Aware Test Generation

Using semantic understanding to generate meaningful test cases automatically.

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Long-Term Memory for Code Agents

Designing persistent knowledge bases that understand your codebase over time.

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Autonomous Intelligence for Builders of the New Digital Order.

Enter the Grid.