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Comparison · DevOps
Refine vs Agno
A side-by-side editorial comparison of Refine and Agno — release velocity, themes, recent moves, and the top alternatives to consider.
Refine vs Agno: at a glance
| Feature | Refine | Agno |
|---|---|---|
| Sector | DevOps | DevOps |
| Velocity score | 0.0 | 7.5 |
| Sparks · 30d | 0 | 1 |
| Top themes | react, internal-tools, admin-panels, access-control | agentos, mcp, evals, authorization |
| Last editorial update | 1d ago | 1h ago |
| Website | Visit → | — |
What is Refine?
Refine's v5 majors are out; what's shipping now is the bug tail, mostly from contributors
Refine is a React framework for building internal tools and admin panels, and this window is entirely patch releases against the already-shipped v5 core and v8 MUI packages. The fixes cluster in three places: URL state parsing under syncWithLocation, access-control metadata not reaching button hooks, and CLI binary resolution inside monorepo workspaces.
What is Agno?
Agno's 2.7.0 turns AgentOS from a runtime into something you can secure and test.
Agno released v2.7.0 as a production-hardening pass on AgentOS. A new agno.eval layer supplies a suite runner, an argparse CLI with team subjects and numeric judge scoring, and a stable SuiteResult.to_dict() contract for gating CI. MCP Interface v2 exposes an eight-tool operator surface at /mcp with trimmed run results and progress reporting, while MCP components now deep-copy through resolve_* helpers so concurrent requests cannot inherit each other's state. Auth consolidated into a single middleware covering REST, /mcp, and WebSocket, A2A and AGUI routes now enforce scope-based authorization, and a GET /info endpoint reports version, MCP status, and auth mode for tooling to read before connecting.
Refine vs Agno: editorial side-by-side
Refine
0.0DEVOPS
Refine's v5 majors are out; what's shipping now is the bug tail, mostly from contributors
◆ Current state
Refine is a React framework for building internal tools and admin panels, and this window is entirely patch releases against the already-shipped v5 core and v8 MUI packages. The fixes cluster in three places: URL state parsing under syncWithLocation, access-control metadata not reaching button hooks, and CLI binary resolution inside monorepo workspaces.
◆ Where it's heading
The pattern is a framework absorbing the edge cases that only appear once a major is in real projects. Deeply nested conditional filters were being mangled because a parser depth limit was too shallow; useDeleteButton was dropping the meta prop that custom access rules depend on; refine dev broke under workspace hoisting. Notably, most of these carry different contributor names, several first-time — the maintenance load is being spread across the community rather than driven by a single team push.
◆ Prediction
Filters, access control, and router adapters have each produced multiple fixes in a single window, so expect continued patch releases in those areas; nothing in these entries points to a new major or a change in framework direction.
Agno
7.5DEVOPS
Agno's 2.7.0 turns AgentOS from a runtime into something you can secure and test.
◆ Current state
Agno released v2.7.0 as a production-hardening pass on AgentOS. A new agno.eval layer supplies a suite runner, an argparse CLI with team subjects and numeric judge scoring, and a stable SuiteResult.to_dict() contract for gating CI. MCP Interface v2 exposes an eight-tool operator surface at /mcp with trimmed run results and progress reporting, while MCP components now deep-copy through resolve_* helpers so concurrent requests cannot inherit each other's state. Auth consolidated into a single middleware covering REST, /mcp, and WebSocket, A2A and AGUI routes now enforce scope-based authorization, and a GET /info endpoint reports version, MCP status, and auth mode for tooling to read before connecting.
◆ Where it's heading
This is the release where an agent framework grows the properties of ordinary server software: one auth layer across every transport, authorization rather than bare authentication, request isolation under concurrency, capability discovery for external tooling, and a test harness that fails a build. Agno is arguing that AgentOS is something you deploy and operate, not a library you prototype with, and every item in v2.7.0 supports that claim.
◆ Prediction
Expect the eval layer to grow regression tracking across runs, since a CI gate is only useful with a baseline to compare against. The GET /info endpoint and agnoctl suggest more external operator tooling built on the discovery contract.
Alternatives to Refine and Agno
Other DevOps 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 Refine or Agno.
Meta Box
WordPress's custom-field layer is opening itself to agents and to native blocks.
Linkerd
Linkerd keeps trading features for fewer operational surprises — 2.20 is tuning, not expansion.
PlanetScale
PlanetScale is giving Postgres users budgets, guardrails, and a read-only door for agents.
Vercel
Vercel is building the durable-execution layer — and just learned its model catalog isn't its own.
Supabase
Supabase is closing its most-exploited default: tables stop being public unless you say so.
Recent activity from Refine and Agno
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 24d agoAgnoEnforce scopes the same way on every path
- 24d agoAgnoRun eval suites and gate CI with agno.eval ⚡
- 24d agoAgnoConnect any AgentOS to your coding agent with one command
- 24d agoAgnoManage AgentOS from the command line with agnoctl
- 24d agoAgnoGet accurate traces for MCP-initiated runs
- 24d agoAgnoDiscover an AgentOS's capabilities before you connect
- 3mo agoRefineCustom getList response fields survive into useList and useTable
- 4mo agoRefineMUI buttons respect a custom startIcon when text is hidden
- 4mo agoRefineCLI resolves its binary from cwd, fixing monorepo workspaces
- 4mo agoRefineDelete button forwards meta to access-control checks
- 4mo agoRefine@refinedev/[email protected]
- 4mo agoRefineDeeply nested URL filters parse correctly again
Frequently asked questions
What is the difference between Refine and Agno?
They serve adjacent needs but don't currently overlap on shipped themes. Agno is currently shipping more aggressively (velocity 7.5 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Refine better than Agno?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Agno is currently shipping more aggressively (velocity 7.5 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
What are the best alternatives to Refine?
Top Refine alternatives in DevOps are ranked by recent ship velocity. Browse the "Refine alternatives" section above for the current picks, or visit /alternatives/refine for the full list with editorial commentary on each.
What are the best alternatives to Agno?
Top Agno alternatives in DevOps are ranked by recent ship velocity. Browse the "Agno alternatives" section above for the current picks, or visit /alternatives/agno for the full list with editorial commentary on each.