In Development

Epochly Lens

Fleet-wide Python observability. See what's optimized, how much time you're saving, and where opportunities remain—across every Python process in your infrastructure.

Dashboard Preview

A glimpse of what fleet-wide performance visibility will look like.

Epochly LensLive
Fleet: 6 nodesUpdated 2s ago
Avg Speedup
5.3x
Optimized
847
functions compiled
CPU Cores
48
across fleet
Fallbacks
3
safe yields today

Fleet Status

prod-api-01
L34.2x
prod-api-02
L33.8x
prod-api-03
L22.1x
worker-01
L312.4x
worker-02
L38.7x
worker-03
L21.8x

Top Optimized Functions

FunctionLevelImpactSpeedupCalls/24h
process_batch()L3
79.2x1.2M
compute_embeddings()L3
67.4x892K
transform_matrix()L3
42.1x2.1M
validate_schema()L2
8.3x4.7M
parse_response()L1
3.2x12M

Performance Timeline (24h)

00:0006:0012:0018:00Now

What's Coming

We're building a comprehensive observability layer for Python performance. Here's what to expect.

Performance Dashboards

Visual dashboards showing optimization impact, speedup metrics, and resource utilization across your workloads.

Historical Trends

Track performance improvements over time. See how code changes affect execution speed and resource usage.

Real-time Monitoring

Live telemetry showing what Epochly is optimizing right now. Monitor enhancement levels and fallback events.

Function-level Insights

Drill down into specific functions to see compilation status, parallelization opportunities, and optimization suggestions.

Telemetry Available Now

Access performance telemetry through the CLI today. Visual dashboards are in development.

# Check current status
$ python -c "import epochly; epochly.stats()"
# Output:
Epochly v0.9.2
Status: Active (Level 3)
Cores: 4/4 in use
Optimizations: 127 functions compiled
Fallbacks: 0 (no issues detected)
Uptime: 2h 34m

Shape the Future of Epochly Lens

Join our design partner program and get early access to Lens features. Help us build the observability layer that Python developers need.

Design Partner Benefits

  • 1Early access to Lens beta
  • 2Direct input on feature priorities
  • 3Extended Pro trial (90 days)
  • 4Monthly calls with the Epochly team
Apply to Be a Design Partner