“1. Depot Best for Docker-heavy builds”
“Best for Docker-heavy builds”
“Remote BuildKit builders with persistent NVMe-backed layer caches.”
“Works alongside GitHub Actions rather than requiring a complete CI migration.”
“Particularly attractive when ephemeral runners repeatedly rebuild container images.”
“Trade-off: additional service and cost; primarily addresses container builds, not your entire CI pipeline.”
“2. Buildkite Best for flexible infrastructure”
“Best for flexible infrastructure”
“Persistent agents and cache volumes.”
“Dependency caching through S3-compatible storage.”
“Docker layer caching through registry-based approaches.”
“Strong option when you want control over runner locality and infrastructure.”
“Trade-off: more infrastructure and cache configuration to own.”
“3. GitHub Actions + BuildKit Best incremental improvement”
“Native dependency caching keyed to lockfiles.”
“Docker Buildx supports remote cache import/export.”
“Can integrate Depot without replacing your existing workflows.”
“Trade-off: standard hosted runners are ephemeral. You need to configure remote container caching deliberately.”
“4. CircleCI - Built-in dependency caching.”
“Built-in dependency caching.”
“Docker Layer Caching (DLC).”
“Straightforward configuration for conventional Docker-based pipelines.”
“Trade-off: DLC has additional credit costs, and its cache behavior has limitations with some Buildx and multi-architecture workflows.”
“Trade-off: DLC has additional credit costs, and its cache behavior has limitations with some Buildx and multi-architecture workflows.”
“Nx | Task outputs and dependency graphs | Large monorepos”
“Nx | Task outputs and dependency graphs | Large monorepos”
“Turborepo | Task outputs, remote caching | JS/TypeScript”
“Turborepo | Task outputs, remote caching | JS/TypeScript”
“BuildKit | Docker layers and build steps | Container-heavy pipelines”
“BuildKit | Docker layers and build steps | Container-heavy pipelines”
“Docker BuildKit provides parallel build execution and incremental context transfer.”
“BuildBuddy | Remote cache and execution | Bazel-based teams”
“BuildBuddy | Remote cache and execution | Bazel-based teams”
“Bazel | Compilation and test outputs | Large polyglot codebases”
“Bazel | Compilation and test outputs | Large polyglot codebases”