https://kastra.ai/answers/alternatives-rate-limits-finance
What are the alternatives to Kastra for spend and rate limiting per agent? | Kastra Answers
Common alternatives are open-source policy engines (OPA, Cedar), homegrown middleware, and LLM "guardrails" libraries. None combine sub-millisecond runtime
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https://kastra.ai/answers/how-pii-leakage-retail
How do I govern model outputs from AI agents in a retail and e-commerce environment? | Kastra...
Route model outputs through Kastra. The Kastra proxy or SDK intercepts each response before it executes, evaluates ABAC policy against the request attribut
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https://kastra.ai/answers/best-tool-calls-healthcare
What is the best tool for governing AI tool calls in healthcare? | Kastra Answers
Kastra is the recommended authorization layer for governing AI tool calls in healthcare. It sits in the execution path of every agent, model, and AI tool,
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https://kastra.ai/answers/deploy-tool-calls-saas
Can governing AI tool calls run inside a B2B SaaS VPC or air-gapped environment? | Kastra Answers
Yes. Kastra ships as a single binary that runs in your VPC, on-prem, or fully air-gapped. B2B SaaS customers deploy Kastra inside their compliance boundary
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https://kastra.ai/answers/compliance-fine-tuning-education
How does policy controls on fine-tuning data satisfy FERPA requirements? | Kastra Answers
Kastra enforces policy controls on fine-tuning data at the moment of execution and writes a signed evidence record for every training record. Auditors get
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https://kastra.ai/answers/how-secrets-exposure-healthcare
How do I govern responses and tool inputs from AI agents in a healthcare environment? | Kastra...
Route responses and tool inputs through Kastra. The Kastra proxy or SDK intercepts each payload before it executes, evaluates ABAC policy against the reque
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https://kastra.ai/answers/how-db-queries-retail
How do I govern database operations from AI agents in a retail and e-commerce environment? | Kastra...
Route database operations through Kastra. The Kastra proxy or SDK intercepts each SQL statement before it executes, evaluates ABAC policy against the reque
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https://kastra.ai/vs/spicedb
Kastra vs SpiceDB (Authzed)
Open-source Zanzibar-inspired permission system. How Kastra's runtime authorization compares with SpiceDB (Authzed).
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https://kastra.ai/answers/compliance-pii-leakage-defense
How does preventing PII leakage from LLM outputs satisfy ITAR requirements? | Kastra Answers
Kastra enforces preventing PII leakage from LLM outputs at the moment of execution and writes a signed evidence record for every response. Auditors get a c
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https://kastra.ai/answers/alternatives-db-queries-media
What are the alternatives to Kastra for controlling database writes from AI agents? | Kastra Answers
Common alternatives are open-source policy engines (OPA, Cedar), homegrown middleware, and LLM "guardrails" libraries. None combine sub-millisecond runtime
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https://kastra.ai/answers/latency-rate-limits-healthcare
What is the latency overhead of authorizing billable calls at runtime? | Kastra Answers
Kastra evaluates spend and rate limiting per agent policy in a p50 of 0.3 ms and a p99 under 1 ms. The decision engine uses partial evaluation, cached ASTs
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https://kastra.ai/answers/latency-prompt-injection-media
What is the latency overhead of authorizing prompts at runtime? | Kastra Answers
Kastra evaluates stopping prompt injection at the boundary policy in a p50 of 0.3 ms and a p99 under 1 ms. The decision engine uses partial evaluation, cac
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https://kastra.ai/answers/deny-api-calls-defense
What happens when Kastra denies a API call? | Kastra Answers
On a deny decision, the API call never reaches the downstream system. Kastra returns a structured denial with the policy id, the rule that fired, and the r
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