Overview
Laminar is watching 6 targets and adapting 3 operations to their measured capacity.
One loop, running continuously against every target.
- 01Observe
- 02Estimate
- 03Probe
- 04Learn
- 05Adapt
- 06Checkpoint
- 07Recover
Observe: Watching target metrics, throttling signals and queue depth.
Production PostgreSQL Migration
The dashed band is the target's estimated safe capacity. Laminar tracks it as it moves, rather than committing to a fixed rate before the job starts.
- Production PostgreSQL Migrationprod-db-east → prod-db-west67.4%845 MB/sRunning
- Orders Table → DynamoDBorders-mysql-primary → ddb-orders-global18.6%361 MB/sRunning
- Cold Archive Consolidations3://laminar-archive-use1 → s3://laminar-archive-euc134.8%1,848 MB/sRunning
- Ledger Validation Sweepora-ledger-prod → ora-ledger-replica100.0%0 MB/sCompleted
- Session Cache Rehydrationredis-sessions-a → redis-sessions-b37.1%0 MB/sPaused
- 21:37:57Capacity model initialised
Initial estimate 180 MB/s from 40s observation window
- 21:37:17Operation started
control-plane → eu-central-1, adaptive mode: Balanced (BBR-style probing)
- 21:19:57Capacity model initialised
Initial estimate 300 MB/s from 40s observation window
- 21:19:17Operation started
redis-sessions-a → redis-sessions-b, adaptive mode: Balanced (BBR-style probing)
- 20:56:57Capacity model initialised
Initial estimate 410 MB/s from 40s observation window
- 20:56:17Operation started
orders-mysql-primary → ddb-orders-global, adaptive mode: Conservative (capacity-units aware)
- 19:09:57Capacity model initialised
Initial estimate 960 MB/s from 40s observation window
- 19:09:17Operation started
prod-db-east → prod-db-west, adaptive mode: Balanced (BBR-style probing)