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GitHub sets a December 8 cutoff for ARM32 Actions runners and opens AI Scan to the API.
Alternatives · software development tools
Agno alternatives
The best Agno alternatives in software development tools, ranked by Sparkpulse's velocity_score.
Updated Nov 14, 2026
Looking for the best alternatives to Agno? Sparkpulse tracks and ranks 12 alternatives in software development tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Agno shipped 0 meaningful updates in the last 30 days and carries a velocity score of 10.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Agno
Agno keeps building the operations layer around its agents, not just the agents.
Agno is an agent framework that spent this window shipping the surfaces a deployment needs rather than new agent abstractions: aggregate latency and error stats in traces, a status endpoint for background metrics refreshes, a durable FileSystem that survives process restarts, and AgentOSTools, which lets an agent read its own platform's traces. Provider work continues in parallel — Smallest AI text-to-speech, OpenSearch as a vector store, Moonshot thinking toggles and multimodal input. The newest release moves in a different direction, adding followup suggestions an agent hands back to its user at the end of a response.
Velocity 10.0 · Last update 3mo ago
Top 12 alternatives to Agno
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
DEVOPS
Rivet Actors can now fork in 20 ms, SQLite database included, without copying data.
DEVOPS
Sanity's MCP server now explains failed validations and stops skipping them.
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CodeRabbit moves review rules into a .coderabbit/ folder that sits next to the code.
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Aiven moves Grafana to 13 and gives Runtime apps custom domains.
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GitLab's week is guides: Jira tickets to merge requests, and cleaning up leaked agent secrets.
DEVOPS
Tines lets admins grant each product area separately without splitting teams.
DEVOPS
Appsmith 2.7 makes its MCP agent ask before deleting widgets and blocks stale edits.
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Arrow Rust cuts release candidates on three older lines at once.
DEVOPS
Manticore keeps patching 31.x, now fixing a FREEZE crash and a DocID ordering bug.
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Meta Box ships an agent skill so ChatGPT, Claude and Cursor write correct Meta Box code.
DEVOPS
Apache OpenNLP ships 3.0.0 final, closing a milestone track that ran since spring.
Agno vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Agno (baseline) | 10.0 | 0 | agentosobservabilitydurable-state | Ask your AgentOS how it's doing, in plain English |
| GitHub | 10.0 | 0 | copilotcode-securityactions | — |
| Rivet | 7.5 | 3 | actorsai agentssqlite | Introducing OpenOrange: Run Cloudflare Workers Anywhere |
| Sanity | 6.3 | 0 | headless cmsmcpai agents | — |
| CodeRabbit | 6.3 | 0 | code-reviewauto-approvalreview-config | — |
| Aiven | 6.3 | 0 | managed-databasesclickhousepostgresql | — |
| GitLab | 6.3 | 1 | ai agentsduo agent platformsecrets | GitLab Orbit is GA: Higher agent accuracy, lower token cost |
| Tines | 5.0 | 0 | security automationpermissionsai governance | — |
| Appsmith | 5.0 | 0 | mcp-serverai agentsinternal-tools | — |
| Apache Arrow Rust | 5.0 | 0 | apache arrowrustparquet | — |
| Manticore Search | 5.0 | 0 | search-engineopen-sourcesql | — |
| Meta Box | 5.0 | 0 | wordpresscustom-fieldsai-coding | — |
| Apache OpenNLP | 5.0 | 0 | nlpjavaonnx | OpenNLP 3.0.0-M5 |
The 12 best Agno alternatives, in depth
1. GitHub · velocity 10.0
GitHub sets a December 8 cutoff for ARM32 Actions runners and opens AI Scan to the API.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, GitHub focuses on copilot, code security and actions.
GitHub and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. Rivet · velocity 7.5
Rivet Actors can now fork in 20 ms, SQLite database included, without copying data.
Over the last 30 days Rivet shipped 3 meaningful updates vs Agno's 0, most recently “Introducing OpenOrange: Run Cloudflare Workers Anywhere”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Rivet focuses on actors, ai agents and sqlite.
Over the last 30 days Rivet has been shipping faster than Agno — a point in its favour if release momentum matters to you.
3. Sanity · velocity 6.3
Sanity's MCP server now explains failed validations and stops skipping them.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Sanity focuses on headless cms, mcp and ai agents.
Sanity and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. CodeRabbit · velocity 6.3
CodeRabbit moves review rules into a .coderabbit/ folder that sits next to the code.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, CodeRabbit focuses on code review, auto approval and review config.
CodeRabbit and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. Aiven · velocity 6.3
Aiven moves Grafana to 13 and gives Runtime apps custom domains.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Aiven focuses on managed databases, clickhouse and postgresql.
Aiven and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. GitLab · velocity 6.3
GitLab's week is guides: Jira tickets to merge requests, and cleaning up leaked agent secrets.
Over the last 30 days GitLab shipped 1 meaningful update vs Agno's 0, most recently “GitLab Orbit is GA: Higher agent accuracy, lower token cost”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Agno leans on agentos, observability and durable state, GitLab focuses on ai agents, duo agent platform and secrets.
Over the last 30 days GitLab has been shipping faster than Agno — a point in its favour if release momentum matters to you.
7. Tines · velocity 5.0
Tines lets admins grant each product area separately without splitting teams.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Tines focuses on security automation, permissions and ai governance.
Tines and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. Appsmith · velocity 5.0
Appsmith 2.7 makes its MCP agent ask before deleting widgets and blocks stale edits.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Appsmith focuses on mcp server, ai agents and internal tools.
Appsmith and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. Apache Arrow Rust · velocity 5.0
Arrow Rust cuts release candidates on three older lines at once.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Apache Arrow Rust focuses on apache arrow, rust and parquet.
Apache Arrow Rust and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Apache Arrow Rust trajectory → · Compare Agno vs Apache Arrow Rust →
10. Manticore Search · velocity 5.0
Manticore keeps patching 31.x, now fixing a FREEZE crash and a DocID ordering bug.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Manticore Search focuses on search engine, open source and sql.
Manticore Search and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Manticore Search trajectory → · Compare Agno vs Manticore Search →
11. Meta Box · velocity 5.0
Meta Box ships an agent skill so ChatGPT, Claude and Cursor write correct Meta Box code.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Agno leans on agentos, observability and durable state, Meta Box focuses on wordpress, custom fields and ai coding.
Meta Box and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. Apache OpenNLP · velocity 5.0
Apache OpenNLP ships 3.0.0 final, closing a milestone track that ran since spring.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “OpenNLP 3.0.0-M5”.
Where Agno leans on agentos, observability and durable state, Apache OpenNLP focuses on nlp, java and onnx.
Apache OpenNLP and Agno have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Apache OpenNLP trajectory → · Compare Agno vs Apache OpenNLP →
Frequently asked questions
What are the best alternatives to Agno?
The top Agno alternatives we currently track in software development tools are GitHub, Rivet, Sanity, CodeRabbit, Aiven, ranked by recent ship velocity.
How is this list of Agno alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Agno directly with one of these alternatives?
Yes — every card has a "Compare with Agno" link to a side-by-side /compare page.