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... output system credentials or offensive text ).
3. Cause denial-of-service for legitimate students.
This issue implements a robust Token Bucket Rate Limiter, Prompt Injection Sanitization Middleware ...
ai
backend
database
high-priority
NSoC
NSoC-L3
security
nishit546
area:federation
area:pipeline
bug
data-integrity
data-safety
effort:high
model:heavy
plan
planner:gpt-6-1-sol
atomantic
agent-working
area/api
area/telegram
automation/skip
priority/high
size/s
status/triage
swarm:backend
type/bug
francovp
content
improvement
dataders
... observations.
VALIDATION
Migration head, synthetic row counts, full policy suite, private bucket posture, signed access, and isolated cleanup
must pass.
RESIDUAL RISKS
Observed recovery measurements ...
advisory-only
engineering-debt
loop-805
scrimshawlife-ctrl
conf:suggestion
planned
review-2026-07
sev:medium
testing
manzke
... reasons when the code and the board
disagree. Today the epic progress shows two terminal buckets (finished, merged). Dashboard rows go done on a merge
alone. Done today counts pipeline_done. A merged PR ...
agent:done
Jesuso
... : A native histogram requires only one time series, which includes a dynamic number of buckets
in addition to the sum and count of observations. Native histograms allow much higher resolution at a ...
help wanted
jml
prakashgrootan
backend/api/src/middleware/mlRateLimiter.js defines TokenBucketRateLimiter but never exports it, so only the
preconfigured singleton can be imported.
The colocated suite builds limiters with custom capacities, ...
assigned
Senthil455
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