Buildkite
Buildkite Agent v4 ships after 8 years — a cleaned-up baseline, plus GitHub Actions compatibility reaches reusable workflows.
Comparison · Infra & APIs
Cursor vs Windmill
A side-by-side editorial comparison of Cursor and Windmill — release velocity, themes, recent moves, and the top alternatives to consider.
Cursor vs Windmill: at a glance
| Feature | Cursor | Windmill |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 8.8 | 6.3 |
| Sparks · 30d | 3 | 1 |
| Top themes | agentic, git-hosting, self-hosted-compute, event-driven | developer-platform, ai-agents, evaluation, workflow-orchestration |
| Last editorial update | 58m ago | 1d ago |
| Website | — | Visit → |
What is Cursor?
Cursor becomes a git host, ships event-driven agent subscriptions, and opens its compute layer to any cloud sandbox.
Cursor executed the most aggressive product expansion of any coding tool in 2026 within a six-week window: Origin (its own git hosting with PRs and code browsing), subscriptions that let agents react to PRs and Slack threads without human prompting, /goal for long-lived objectives, subagents running in isolated VMs, dynamic worker pools for self-hosted compute, and computer use on Linux and Mac. The product is no longer positioning as an IDE enhancement — it is building a software delivery platform with agents as the primary actors and Cursor as the orchestration layer.
What is Windmill?
Windmill gives its AI agents a test harness, the piece that lets them into production flows
Windmill is a developer platform for scripts, flows and internal apps, shipping weekly across three lanes. The AI lane is the busiest: sessions that build scripts and flows as reviewable drafts, a read-only plan mode that refuses writes until you approve, version history on session artifacts, and now evaluation for reusable agents. The runtime lane keeps absorbing data tooling — dbt projects run natively, BigQuery and Snowflake came out from behind the Enterprise licence. The workspace lane is consolidating deployment semantics around fork lineage.
Cursor vs Windmill: editorial side-by-side
Cursor
8.8INFRA · APIS
Cursor becomes a git host, ships event-driven agent subscriptions, and opens its compute layer to any cloud sandbox.
◆ Current state
Cursor executed the most aggressive product expansion of any coding tool in 2026 within a six-week window: Origin (its own git hosting with PRs and code browsing), subscriptions that let agents react to PRs and Slack threads without human prompting, /goal for long-lived objectives, subagents running in isolated VMs, dynamic worker pools for self-hosted compute, and computer use on Linux and Mac. The product is no longer positioning as an IDE enhancement — it is building a software delivery platform with agents as the primary actors and Cursor as the orchestration layer.
◆ Where it's heading
Cursor is systematically removing human-in-the-loop from development workflows. The arc from inline autocomplete to chat to agent to event subscription to /goal is unambiguous: each step reduces how often a human needs to intervene per completed task. Origin Repos brings code storage in-house, meaning Cursor can now manage the full loop from prompt to deployed preview without touching GitHub. Opening the compute layer to AWS Lambda, Cloudflare, Modal, Vercel, and others signals Cursor wants to run on infrastructure customers already trust rather than building a proprietary cloud.
◆ Prediction
The next logical step after hosting repos and subscribing to events is handling deployments end-to-end. Expect more CI/CD provider integrations and a paid managed-compute tier for teams that want Cursor to operate the worker pool rather than self-host.
Windmill
6.3INFRA · APIS
Windmill gives its AI agents a test harness, the piece that lets them into production flows
◆ Current state
Windmill is a developer platform for scripts, flows and internal apps, shipping weekly across three lanes. The AI lane is the busiest: sessions that build scripts and flows as reviewable drafts, a read-only plan mode that refuses writes until you approve, version history on session artifacts, and now evaluation for reusable agents. The runtime lane keeps absorbing data tooling — dbt projects run natively, BigQuery and Snowflake came out from behind the Enterprise licence. The workspace lane is consolidating deployment semantics around fork lineage.
◆ Where it's heading
The AI work has moved through a recognisable sequence: first let the assistant build things, then constrain what it may do without approval, then make its output reviewable and revertible, and now make agents measurable against a fixed set of cases. That is the arc of taking AI from a demo surface to something you are willing to put in a scheduled flow. In parallel, Windmill keeps pulling data-stack runtimes inside its own execution model rather than integrating with them, and keeps giving away runtimes that were previously licensed.
◆ Prediction
Evals are the obvious hook for regression gating, so expect them to be callable from a flow or CI rather than only from the agent card, and expect the eval run history to feed the same version-comparison surface the session artifacts already use.
Alternatives to Cursor and Windmill
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 Cursor or Windmill.
Bugsnag
Bugsnag's Correlated Events links errors across users, devices, sessions, and traces — debugging context goes cross-service.
v0 by Vercel
v0 now generates AI-ready apps out of the box via Vercel AI Gateway — no API keys required.
Elasticsearch
Elasticsearch patches multiple Kibana, Fleet Server, and APM vulnerabilities in a coordinated security drop.
authentik
The first patch on 2026.8 is twenty-odd fixes and no new surface.
incident.io
Alert rate limits stop being per-source and start being per-tenant, by query.
See all Cursor alternatives → · See all Windmill alternatives →
Recent activity from Cursor and Windmill
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoCursorCursor opens self-hosted compute to any cloud sandbox with dynamic pool scheduling and computer use ⚡
- 7d agoCursorCloud Agents launch without GitHub, with live browser preview and Vercel publish
- 10d agoWindmillAI agent evals (beta) ⚡
- 15d agoCursorCursor agents can subscribe to PRs and Slack threads, and pursue /goal objectives without human re-prompting ⚡
- 17d agoCursorCursor launches Origin: git hosting with PRs, code browsing, and GitHub sync ⚡
- 20d agoWindmillPlan mode for AI sessions
- 21d agoCursorCloud Agent environments now boot 10x faster with pre-built environment snapshots
- 23d agoWindmillNested filter groups and dotted paths in trigger filters
- 24d agoWindmillVersion history for AI session artifacts
- 1mo agoWindmillRun dbt projects as a first-class Windmill runtime ⚡
- 1mo agoWindmillOne deployment target, derived from the workspace lineage
- 1mo agoCursorCursor for iPad ships with full PR review surface and multi-agent inbox
Frequently asked questions
What is the difference between Cursor and Windmill?
They serve adjacent needs but don't currently overlap on shipped themes. Cursor is currently shipping more aggressively (velocity 8.8 vs 6.3), with 3 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Cursor better than Windmill?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Cursor is currently shipping more aggressively (velocity 8.8 vs 6.3), with 3 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Cursor?
Top Cursor alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Cursor alternatives" section above for the current picks, or visit /alternatives/cursor for the full list with editorial commentary on each.
What are the best alternatives to Windmill?
Top Windmill alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Windmill alternatives" section above for the current picks, or visit /alternatives/windmill for the full list with editorial commentary on each.