RepoPilot

halo-dev/halo vs pytorch/serve

Both showing Healthy signals — pick on fit, not health

As of June 2026, halo and serve both show healthy maintenance signals. halo last saw a commit 1 month ago with 11+ active contributors, while serve last saw a commit 10 months ago with 31+ active contributors. halo is GPL-3.0-licensed while serve is Apache-2.0-licensed. Neither has known critical or high-severity CVEs in its dependency tree.

Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.

halo-dev/halo

Healthy

Healthy across the board

ConcernsDependency

copyleft license (GPL-3.0) — review compatibility

HealthyFork & modify

Has a license, tests, and CI — clean foundation to fork and modify.

HealthyLearn from

Documented and popular — useful reference codebase to read through.

HealthyDeploy as-is

No critical CVEs, sane security posture — runnable as-is.

  • GPL-3.0 is copyleft — check downstream compatibility
  • Last commit 1d ago
  • 11 active contributors
  • Distributed ownership (top contributor 44% of recent commits)
  • GPL-3.0 licensed
  • CI configured
  • Tests present

What would improve this?

  • Use as dependency ConcernsMixed if: relicense under MIT/Apache-2.0 (rare for established libs)

Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests

pytorch/serve

Healthy

Healthy across all four use cases

HealthyDependency

Permissive license, no critical CVEs, actively maintained — safe to depend on.

HealthyFork & modify

Has a license, tests, and CI — clean foundation to fork and modify.

HealthyLearn from

Documented and popular — useful reference codebase to read through.

HealthyDeploy as-is

No critical CVEs, sane security posture — runnable as-is.

  • Slowing — last commit 9mo ago
  • Last commit 9mo ago
  • 31+ active contributors
  • Distributed ownership (top contributor 22% of recent commits)
  • Apache-2.0 licensed
  • CI configured
  • Tests present

Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests

Signal-by-signal breakdown

haloserve
Stars38,4984,359
Last commit1mo ago10mo ago
LicenseGPL-3.0Apache-2.0
Open issues189445
Has tests
Has CI
Test coverage11%100%
Dependency CVEsNo CVEsNo CVEs
Architecture grade
Cycles
Bottom-lineHealthy signalsHealthy signals

Want the full analysis? halo-dev/halo · pytorch/serve

Ask AI about halo-dev/halo vs pytorch/serve

Open the chat with a comparison question pre-filled.