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A session spent red-teaming a set of Python security utilities — finding bypass vectors in sensitive field masking, then implementing hardened replacements with 62 passing tests.
Read More →A session where Claude Code reviewed four open PRs on a Go/RabbitMQ event system, identified bugs ranging from mutex contention to JSON schema mismatches, and fixed them all — merging three and leaving one ready to go.
Read More →Building a multi-agent system incrementally across 4 assignments — agent loops, pluggable tools, bounded memory with escalation, and orchestration — all in pure Python with 50 tests and zero LLM dependencies.
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