Articles
Guides, comparisons and research
End-to-end builds, setups for the stacks people use, honest comparisons with other ways to build agents, and long-form writing on how Mayura works.
4 articles shown
Deny by default: what an agent may do, and who decides
Mayura's permission model: exact grants for models, tools, effects and capabilities, scope from verified identity, and how it bounds what a misled model can do.
- security
- permissions
- prompt injection
- agents
13 min read
- research
Hard budgets: reserving the worst case before every model call
How Mayura keeps agent runs under their cost limit: each call's maximum is reserved before it starts and settled after, on one ledger shared by agents and workflows.
13 min read
- research
Porting a Node.js agent framework to Workers, Deno, Bun and Vercel Edge
What stopped Mayura from running outside Node.js, the portable helpers that replaced Node APIs, what stays Node-only, and how CI holds every runtime to Node's results.
12 min read
- research
Never twice: side effects in durable agent workflows
How Mayura dispatches each workflow step at most once, surfaces the calls it can't be sure about, and recovers from crashes without paying, emailing or deleting twice.
10 min read