Okta
Okta is rebuilding developer identity around AI agents and 'builders,' not just apps.
A side-by-side editorial comparison of Depot and Port — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Depot | Port |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | ci-cd, build-acceleration, containers, sandbox | internal-developer-portal, workflows, ai-agents, mcp |
| Last editorial update | 2h ago | 1h ago |
| Website | — | Visit → |
Depot deepens CI while betting on sandboxes for agent-generated code
Depot is a remote build-and-CI acceleration platform, and it is shipping fast, close to weekly. Recent work hardens Depot CI with GitLab OIDC trust, more GitHub Actions triggers, snapshot environment-variable persistence, and Datadog CI Visibility, and speeds container builds with SOCI v2 lazy pulls. Alongside that it launched a Sandbox SDK for running agent-generated code.
Port turns its AI catalog into an automation platform as Workflows hits open beta
Port is an internal developer portal that has spent 2026 turning its software catalog into an AI-and-automation platform. Recent months added an MCP gateway (external MCP servers into Port AI), BYO/OpenAI-compatible LLM endpoints, an Azure Anthropic provider, Skills and Memory for its AI assistant, and a public plugins repo. June's headline is Workflows reaching Open Beta — a visual, node-based builder for self-service automations.
Depot is a remote build-and-CI acceleration platform, and it is shipping fast, close to weekly. Recent work hardens Depot CI with GitLab OIDC trust, more GitHub Actions triggers, snapshot environment-variable persistence, and Datadog CI Visibility, and speeds container builds with SOCI v2 lazy pulls. Alongside that it launched a Sandbox SDK for running agent-generated code.
Two tracks are visible: steady, credible CI and build deepening (auth, observability, triggers, image startup) and a newer bet on ephemeral sandboxes for untrusted or agent-written code. The first strengthens the core product; the second reaches toward the AI-agent execution market using the same underlying build fleet.
Expect the Sandbox SDK to move toward general availability with broader runtime coverage, plus continued CI integrations across more observability and trigger sources; Depot's cadence suggests several small ships before any major Sandbox milestone.
Port is an internal developer portal that has spent 2026 turning its software catalog into an AI-and-automation platform. Recent months added an MCP gateway (external MCP servers into Port AI), BYO/OpenAI-compatible LLM endpoints, an Azure Anthropic provider, Skills and Memory for its AI assistant, and a public plugins repo. June's headline is Workflows reaching Open Beta — a visual, node-based builder for self-service automations.
Two arcs are converging: Port AI as an open, model-agnostic gateway (external MCP, any OpenAI-compatible endpoint, Azure-hosted Claude, Skills/Memory) and Workflows as a visual automation layer on top of the catalog. The steady monthly 'Big' feature and the plugins ecosystem signal Port positioning as the automation and agentic-operations hub for platform-engineering teams, not just a catalog of services.
Workflows likely moves from Open Beta toward GA with more triggers and actions, while Port AI keeps expanding its connector and model surface — the two being stitched into one agentic self-service experience.
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Depot or Port.
Okta is rebuilding developer identity around AI agents and 'builders,' not just apps.
WorkOS ships three new surfaces in a week, pushing into front-end widgets and agent-run admin.
Tailscale extends its identity mesh to AI agents with Aperture
Merge grinds out weekly breadth — more integrations, fields, and reliability across its unified APIs
Honeycomb turns its observability platform toward AI agents and autonomous investigation
Windmill is quietly turning its orchestrator into a DuckLake-native data platform.
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — ai-agents — within Infra & APIs. Depot and Port are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot and Port are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
Top Depot alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Depot alternatives" section above for the current picks, or visit /alternatives/depot for the full list with editorial commentary on each.
Top Port alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Port alternatives" section above for the current picks, or visit /alternatives/port for the full list with editorial commentary on each.