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Affected validation: GitHub Actions · Nx Cloud timeline
Adds a 101st test to project-001 (4 to 8 buckets). Expected: project-001:test-ci--06 only; redistributed tests are not
selected. Shard targets grow to test-ci--01..08.
autonomous-build
ladder:zo-ladder-low
Problem
Long, cohesive, soft-wrapped prose repeatedly rebuilds the vocabulary and word count of the entire growing topic bucket.
Without a topic split, the repeated work grows quadratically.
Change ...
... limit bucket for each spoofed user ID. This bypasses the rate limits
entirely and allows the attacker to launch a Denial of Service attack against the application s threads and database.
Fix: Changed ...
Draft prototype: short-text buckets and a packed batch mode for the text tower. Not published to HF; without the extra
packages nothing changes.
Measured on an M4 Pro, macOS 27.0, fresh Core AI ...
autonomous-build
ladder:zo-ladder-medium
autonomous-build
ladder:zo-ladder-low
... header; each client
gets its own token bucket.
- TokenBucket: continuous refill, starts full, capped at capacity; injectable nano clock for deterministic tests
- RateLimiter: one bucket per ...
size:L