Writing
Selected writing on code intelligence, static analysis, coding agents, and earlier program-analysis research.
Most of my current writing appears on the Brokk blog. This page is a curated index rather than a separate personal blog.
Recent writing at Brokk
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Why we switched SlopCop to Flash 3.5
A benchmark-driven look at model cost, speed, stability, tool use, and report quality in a multi-agent code-review system.
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SlopCop: Forensics for your codebase
How static-analysis signals and specialist agents can turn maintainability findings into evidence-backed remediation work.
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Building a JavaScript Reference Graph With an Agent
Lessons from using an agent, domain expertise, adversarial tests, and iterative review to build production reference analysis.
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Stop Allocating Nothing: How We Tripled Java TreeSitter Performance
Tracing unnecessary JNI allocations and garbage-collection pressure to a small null-node handling path.
See all posts on the Brokk blog or subscribe to its RSS feed.
Earlier writing
Learning Type Inference for Enhanced Dataflow Analysis
A practical introduction to the CodeTIDAL5 and JoernTI work behind our 2023 ESORICS paper, connecting learned type inference to more precise data-flow analysis.
My older Medium archive documents an earlier period of work focused heavily on code property graphs and graph-database backends. I keep it available as historical context rather than a statement of my current focus.