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Hand-authored PRs across payments, distributed systems, API design, security, and performance. AI-graded against a senior-engineer rubric.
Broken codebases, failing tests, real log excerpts. Find the root cause, fix it, compare against the canonical solution.
Same problem, escalating constraints across 4 stages. Stage 3 is the senior filter — prove correctness with a conservation invariant.
Kafka, idempotency, Raft, distributed locks, rate limiting, consistent hashing — the tradeoffs and failure modes that surface-level guides skip.