Agents write the code. Perfloop keeps it fast.

Always-on performance engineering. Perfloop runs experiments on your system toward the goals you set, and only brings back changes it has proven.

watch the loop run · 3:58 →

the controls · four switches per repository · one research cadence · shown at their defaults

app.perfloop.ai·/t/oss/frontier

Frontier

Cases
HypothesisSizeWherePatternState
Return early for constant sorting keysSizeunknown
perfloop/clickhouse
MergeTree insert part-write loop
INEFFICIENT ALGORITHM, Algorithms & compute familyVERIFIED
Pool OTLP converter scratch stateSizeunknown
perfloop/prometheus
OTLP metrics ingestion
ALLOCATION HOT LOOP, Memory & locality familyVERIFIED
BCE, loop unrolling, and redundant copy elimination in lazyIORBitmap and lazyORBitmapSizeunknown
perfloop/roaring
Parallel union operations (OR)
DATA PARALLEL GAP, Algorithms & compute familyVERIFIED
Eliminate cache-populate completion wait after upstream EOFSizeunknown
perfloop/tag
S3 object GET cache delivery
SYNC WAIT, Concurrency & scheduling familyVERIFIED
Remove per-command AOF staging copySizeunknown
perfloop/redis
AOF mutation-record encoding
AVOIDABLE COPY, Memory & locality familyREFUTED
Single-pass min/max calculation for page bounds below thresholdSizeunknown
perfloop/parquet-go
parquet.Writer.WriteRows
INEFFICIENT ALGORITHM, Algorithms & compute familyREFUTED

Start the loop.
Keep it fast.