{"type":"analysis","id":"analysis:research-agno-superservetools-is-a-generally-available-persistent-firecracker-sandbox","slug":"research-agno-superservetools-is-a-generally-available-persistent-firecracker-sandbox","title":"Agno SuperServeTools is a generally available persistent Firecracker sandbox for long-running agents","description":"Agno 2.7.4 ships SuperServeTools so an agent can write and run code in a SuperServe microVM that keeps files and packages across tool calls and session runs. Persistence is real, but it is bounded by session storage, auto-pause, and optional auto-delete.","published_at":"2026-11-07T16:00:00.000Z","updated_at":"2026-11-07T16:00:00.000Z","record_date":"2026-11-07","topics":["sandbox","agents","memory","research"],"source_urls":["https://github.com/agno-agi/agno/releases/tag/v2.7.4","https://www.agno.com/blog/give-your-long-running-agents-a-sandbox-that-survives-between-calls","https://docs.superserve.ai/integrations/agent-harnesses/agno","https://pypi.org/project/agno/2.7.4/","https://github.com/agno-agi/agno/pull/8584","https://docs.agno.com/tools/toolkits/others/superserve","https://docs.agno.com/examples/tools/superserve-tools","https://docs.superserve.ai/sandbox/lifecycle","https://docs.superserve.ai/introduction","https://www.superserve.ai/pricing/","https://www.superserve.ai/","https://www.agno.com/changelog"],"language":"en","routes":{"html":"https://newruntime.com/analysis/research-agno-superservetools-is-a-generally-available-persistent-firecracker-sandbox/","markdown":"https://newruntime.com/analysis/research-agno-superservetools-is-a-generally-available-persistent-firecracker-sandbox.md","json":"https://newruntime.com/analysis/research-agno-superservetools-is-a-generally-available-persistent-firecracker-sandbox.json"},"author":{"role":"author","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"editorial_provenance":{"desk":"authorial","target_ref":"deep_research:d8d3f55d-cff2-43ea-9795-66b8e17a9f34","authorial_article_id":"d8d3f55d-cff2-43ea-9795-66b8e17a9f34"},"next_reads":[{"type":"topic","path":"/topics/sandbox/","url":"https://newruntime.com/topics/sandbox/","title":"Sandbox","reason":"Explore the sandbox topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/sandbox.md","json_url":"https://newruntime.com/topics/sandbox.json"},{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"topic","path":"/topics/memory/","url":"https://newruntime.com/topics/memory/","title":"Memory","reason":"Explore the memory topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/memory.md","json_url":"https://newruntime.com/topics/memory.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}