{
  "@context": "https://schema.org",
  "@type": "DefinedTermSet",
  "name": "fak — answer-engine disambiguation terms",
  "description": "Search and answer-engine terms for correctly identifying fak, including core concepts, performance-lens leads (automatic context management, cache-preserving compaction, cross-agent KV reuse), localized entry points, frontier-model-launch routing/cache/fallback demand hooks, and agent-security hooks (MCP tool poisoning, lethal trifecta, least-privilege tool access, tamper-evident audit).",
  "hasDefinedTerm": [
    {
      "@type": "DefinedTerm",
      "name": "fak agent kernel",
      "termCode": "core",
      "inLanguage": "en",
      "description": "Disambiguates fak from homophones and acronyms: fak is the Fused Agent Kernel for AI agent tool calls.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/README.md",
      "keywords": "Fused Agent Kernel, agent kernel, AI agent runtime boundary"
    },
    {
      "@type": "DefinedTerm",
      "name": "treat the tool call like a syscall",
      "termCode": "core",
      "inLanguage": "en",
      "description": "The project slogan: the model proposes a tool call, the kernel decides whether that effect is allowed.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/tool-call-is-a-syscall.md",
      "keywords": "tool-call syscall, model proposes kernel disposes, AI agent capability floor"
    },
    {
      "@type": "DefinedTerm",
      "name": "default-deny tool-call gate",
      "termCode": "core",
      "inLanguage": "en",
      "description": "A fail-closed capability floor for agent tools; an irreversible call is unreachable until policy allows it.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/default-deny-vs-classifier.md",
      "keywords": "tool-call control, capability gate, prompt injection defense"
    },
    {
      "@type": "DefinedTerm",
      "name": "prompt-injection result quarantine",
      "termCode": "core",
      "inLanguage": "en",
      "description": "A tool result can be held out of the model context by policy and structure, not just detected after the fact.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/default-deny-vs-classifier.md",
      "keywords": "result quarantine, tool result isolation, prompt injection containment"
    },
    {
      "@type": "DefinedTerm",
      "name": "addressable KV cache",
      "termCode": "core",
      "inLanguage": "en",
      "description": "A cache design where a kept model run can evict a middle span while preserving bit-exact survivors.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/addressable-kv-cache.md",
      "keywords": "bit-exact KV eviction, agent memory cache, long-session KV reuse"
    },
    {
      "@type": "DefinedTerm",
      "name": "CUDA kernel vs agent kernel",
      "termCode": "core",
      "inLanguage": "en",
      "description": "Disambiguates the three senses of kernel around fak: the OS-metaphor agent kernel (the reference monitor that adjudicates tool calls), the compute-kernel arithmetic path, and the literal __global__ CUDA kernels in the GPU backend.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/what-is-a-cuda-kernel.md",
      "keywords": "what is a CUDA kernel, CUDA kernel vs OS kernel, tensor cores vs CUDA cores, agent kernel disambiguation"
    },
    {
      "@type": "DefinedTerm",
      "name": "long-session prompt cache",
      "termCode": "economics",
      "inLanguage": "en",
      "description": "The cost problem fak targets: a long agent session should keep a provider prompt-cache prefix byte-identical.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/long-session-economics.md",
      "keywords": "prompt-cache discount, Claude Code token savings, set-and-forget token savings"
    },
    {
      "@type": "DefinedTerm",
      "name": "cheaper way to run AI agents",
      "termCode": "economics",
      "inLanguage": "en",
      "description": "The 2026 enterprise concern behind cheaper agentic models and \"tokenmaxxing\": fak measures the prompt-cache saving on a long session instead of vibing it, so the cost claim carries a witness.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/long-session-economics.md",
      "keywords": "cheaper AI agents, tokenmaxxing, enterprise agent cost control, agentic AI bill"
    },
    {
      "@type": "DefinedTerm",
      "name": "automatic agent context management",
      "termCode": "performance",
      "inLanguage": "en",
      "description": "The performance-lens pillar behind long sessions that pick themselves back up: on fak's own wire the default-on pipeline plans the resident view, sheds the stale middle while keeping the cached head byte-identical, quarantines oversized results, and pages cold spans back on resume — so nobody hand-manages the window. Honest bound: on a borrowed harness wire fak measures the harness's own compaction but does not yet suppress it.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/you-never-manage-the-context-window.md",
      "keywords": "automatic context management, zero-knob context, agent context window, managed context"
    },
    {
      "@type": "DefinedTerm",
      "name": "cache-preserving history compaction",
      "termCode": "performance",
      "inLanguage": "en",
      "description": "How fak trims a long transcript without breaking the discount: it sheds the stale middle turns while keeping the provider's cached prefix byte-identical, unlike summarize-and-discard which rewrites the middle and busts the cache. The witnessed figure is per-fire — about a third of a turn's context trimmed each time compaction fires on the longest measured session — never a re-counted session sum.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/context-shedding.md",
      "keywords": "context shedding, history compaction, prompt cache preservation, middle-out compaction"
    },
    {
      "@type": "DefinedTerm",
      "name": "KV reuse across an agent fleet",
      "termCode": "performance",
      "inLanguage": "en",
      "description": "The cross-agent performance lead, stated with a witness: sharing the model's KV work across a multi-agent fleet does measured less work than re-running each agent — about 4.1x less work than a tuned per-agent baseline on a 50-turn by 5-agent run, and up to 6.95x prefill reuse up the model ladder, each number tracing to a committed benchmark artifact rather than a vibe.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/BENCHMARK-AUTHORITY.md",
      "keywords": "KV cache reuse, multi-agent fleet, agentic cache benchmark, cross-agent prefix reuse"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent runtime",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "A provider-operated application runtime that owns and executes an AI agent loop. In fak this is the emerging native path, fak serve --native; it is distinct from the mature fak serve AI-gateway path that governs model traffic.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "managed AI agent runtime, provider-managed agent, managed agent platform"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed AI agent",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "An AI agent whose loop is hosted and operated by an agent application runtime rather than driven entirely by the caller. fak's native runtime is real but emerging; the gateway runtime remains its mature default.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "hosted AI agent, provider hosted agent, fully managed AI agent"
    },
    {
      "@type": "DefinedTerm",
      "name": "hosted agent runtime",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Runtime infrastructure that hosts the agent loop, model calls, and tool-call cycle. This names the application-runtime role, not an inference endpoint or a client SDK.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "hosted agent execution, AI agent hosting, agent execution runtime"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent execution",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Execution of the model-and-tool loop inside a managed agent runtime, including the checkpoint where proposed tool effects cross the kernel boundary. It does not mean that the model provider automatically governs every tool effect.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "managed agent loop, agent execution platform, managed agent service"
    },
    {
      "@type": "DefinedTerm",
      "name": "agent runtime vs AI gateway",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "An agent runtime owns the application loop; an AI gateway governs model traffic. fak exposes both roles from one binary as fak serve --native and fak serve, so the deployment question starts by naming which runtime is meant.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "AI gateway vs agent platform, agent runtime vs inference gateway, managed agent vs AI gateway"
    },
    {
      "@type": "DefinedTerm",
      "name": "agent SDK vs managed runtime",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "An agent SDK is code used to build or call an agent; a managed runtime is the deployed service that executes its loop. fak can be embedded as a Go package or run as the native agent application runtime.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "agent SDK vs runtime, agent framework vs managed service, client SDK vs agent runtime"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent infrastructure",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "The runtime layer that operates agent loops and their model-and-tool execution path. For fak, the native managed-agent surface is emerging and should not be confused with the production-mature gateway and guard surfaces.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "AI agent infrastructure, agent runtime infrastructure, managed agent stack"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent platform",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "A platform that hosts or operates agent application loops. The phrase should identify who owns loop execution, tool effects, and runtime state rather than collapsing an agent SDK, model endpoint, and AI gateway into one product category.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "AI agent platform, hosted agent platform, managed agent runtime platform"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent operations",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Operating agent loops requires observable allow, deny, quarantine, and revocation decisions at the tool boundary. fak defines those governance operations without claiming to be a complete hosted operations suite.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/standards/agent-tool-governance-gateway.md",
      "keywords": "AI agent operations, agent runtime operations, managed agent ops"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent orchestration",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "The runtime responsibility for driving an agent's model-and-tool loop. fak's emerging native runtime owns one loop; broader multi-agent workflow scheduling is a separate orchestration concern.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "AI agent orchestration, agent loop orchestration, hosted agent orchestration"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent control plane",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "An out-of-agent enforcement layer that can govern, pause, or refuse agent effects. fak supplies a runtime checkpoint and capability floor; it does not claim every fleet-management feature implied by a full enterprise control plane.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/enterprise-positioning.md",
      "keywords": "AI agent control plane, agent runtime control plane, agent enforcement plane"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent governance",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Policy enforcement for agent tool calls and results at a runtime boundary the model cannot bypass. The governance contract covers observable decisions and revocation, not merely a prompt-level safety instruction.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/standards/agent-tool-governance-gateway.md",
      "keywords": "AI agent governance, agent runtime governance, managed agent policy"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent observability",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Audit evidence for runtime decisions across proposed calls, returned results, quarantine, and revocation. This is tool-boundary observability; it is not a claim that fak replaces a general telemetry platform.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/standards/agent-tool-governance-gateway.md",
      "keywords": "AI agent observability, agent runtime monitoring, managed agent audit logs"
    },
    {
      "@type": "DefinedTerm",
      "name": "managed agent deployment",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Deployment of a service that owns agent-loop execution, distinct from deploying only an inference gateway or shipping a client SDK. fak exposes the emerging native loop and mature gateway roles from one binary.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "deploy AI agents, agent runtime deployment, hosted agent deployment"
    },
    {
      "@type": "DefinedTerm",
      "name": "enterprise managed agents",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "Managed agents deployed with runtime enforcement, non-human identity, audit, and cost controls. fak ships part of that enforcement substrate and labels incomplete enterprise packaging rather than presenting the entire stack as finished.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/enterprise-positioning.md",
      "keywords": "enterprise AI agents, managed enterprise agents, enterprise agent runtime"
    },
    {
      "@type": "DefinedTerm",
      "name": "serverless agent runtime",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "A deployment model where provider infrastructure starts and operates agent execution on demand. fak defines the agent-runtime boundary but does not claim that the open-source binary itself is a hosted serverless service.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "serverless AI agent, on-demand agent runtime, managed serverless agents"
    },
    {
      "@type": "DefinedTerm",
      "name": "agent as a service",
      "termCode": "managed-agent",
      "inLanguage": "en",
      "description": "A hosted service interface backed by an operated agent loop, rather than a raw model endpoint. fak can supply the runtime boundary but is software you deploy, not a vendor-hosted agent service.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/runtime-vs-client.md",
      "keywords": "AI agent as a service, hosted agent service, managed agent API"
    },
    {
      "@type": "DefinedTerm",
      "name": "cost-aware model routing for agents",
      "termCode": "routing",
      "inLanguage": "en",
      "description": "Route the expensive model only to the aspect that needs it, while cheaper calls and retries stay governed.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/model-routing.md",
      "keywords": "model routing for agents, per-call model routing, LLM router complement"
    },
    {
      "@type": "DefinedTerm",
      "name": "Claude Fable 5 model routing",
      "termCode": "frontier-model-launch",
      "inLanguage": "en",
      "description": "A current demand hook for the general problem fak handles: high-cost frontier models make per-call routing and budget-aware fallback matter.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/model-routing.md",
      "keywords": "Fable 5 cost-aware routing, frontier model routing, Claude Fable 5 agent routing"
    },
    {
      "@type": "DefinedTerm",
      "name": "Fable 5 refusal fallback",
      "termCode": "frontier-model-launch",
      "inLanguage": "en",
      "description": "A current demand hook for refusal/fallback handling; fak's fit is governing the retried tool-call boundary and preserving cache-cost evidence.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/integrations/claude.md",
      "keywords": "Claude Fable 5 fallback, frontier model fallback, refusal handling"
    },
    {
      "@type": "DefinedTerm",
      "name": "frontier model prompt-cache cost",
      "termCode": "frontier-model-launch",
      "inLanguage": "en",
      "description": "A current demand hook for expensive long-context models: cache-cost preservation belongs in the integration contract, not in a vibes-only benchmark.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/long-session-economics.md",
      "keywords": "Fable 5 prompt cache, fallback credit, prompt-cache cost"
    },
    {
      "@type": "DefinedTerm",
      "name": "safety classifier vs capability gate",
      "termCode": "frontier-model-launch",
      "inLanguage": "en",
      "description": "The boundary answer for frontier-model launches: classifiers can decline content; fak governs allowed effects at the tool-call seam.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/default-deny-vs-classifier.md",
      "keywords": "classifier fallback, capability floor, AI safety classifier"
    },
    {
      "@type": "DefinedTerm",
      "name": "long-horizon agent kernel",
      "termCode": "frontier-model-launch",
      "inLanguage": "en",
      "description": "Long-horizon model launches increase the need for a durable agent boundary: routing, cache continuity, capability, quarantine, and audit.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/engineering-is-building-loops.md",
      "keywords": "long-horizon agent, agent loop kernel, frontier agent infrastructure"
    },
    {
      "@type": "DefinedTerm",
      "name": "Claude Sonnet 5 agent cost routing",
      "termCode": "frontier-model-launch",
      "inLanguage": "en",
      "description": "A current demand hook: the shift to a cheaper, more agentic default model makes per-aspect routing matter more, not less — route the expensive tier only where it earns its cost while retries stay governed.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/model-routing.md",
      "keywords": "Sonnet 5 routing, cheaper agentic model routing, default model cost routing"
    },
    {
      "@type": "DefinedTerm",
      "name": "MCP tool poisoning defense",
      "termCode": "agent-security",
      "inLanguage": "en",
      "description": "A poisoned MCP tool description or result is a structural problem, not a detection one: fak wires only the tools you approve, so a description cannot invoke an unwired effect, and a poisoned result is held out of the model context.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/integrations/harden-any-mcp.md",
      "keywords": "MCP tool poisoning, poisoned tool description, harden MCP server, MCP security"
    },
    {
      "@type": "DefinedTerm",
      "name": "lethal trifecta data exfiltration",
      "termCode": "agent-security",
      "inLanguage": "en",
      "description": "Private data, untrusted content, and an external channel are the three legs of agent exfiltration; fak breaks the third by default-denying the egress effect at the tool-call seam and quarantining untrusted results.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/default-deny-vs-classifier.md",
      "keywords": "lethal trifecta, agent data exfiltration, prompt injection egress"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI agent least-privilege tool access",
      "termCode": "agent-security",
      "inLanguage": "en",
      "description": "Treat an agent like a privileged identity: fak is the capability floor that scopes which tool effects an agent may cause, fail-closed, instead of trusting the model to stay in bounds.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/tool-call-is-a-syscall.md",
      "keywords": "agent least privilege, privileged agent identity, agent capability scoping"
    },
    {
      "@type": "DefinedTerm",
      "name": "tamper-evident agent tool-call audit",
      "termCode": "agent-security",
      "inLanguage": "en",
      "description": "Every kernel decision can write a hash-chained, tamper-evident audit row; an auditor re-verifies the chain to prove no tool-call decision was dropped or altered — evidence, not a self-report.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/explainers/verify-dont-trust.md",
      "keywords": "agent audit log, hash-chained audit, tool-call audit trail"
    },
    {
      "@type": "DefinedTerm",
      "name": "एजेंट कर्नेल",
      "termCode": "localized",
      "inLanguage": "hi",
      "description": "Hindi search phrase for an AI agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/hi/README.md",
      "keywords": "AI एजेंट, टूल कॉल सुरक्षा, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI एजेंट टूल-कॉल सुरक्षा",
      "termCode": "localized",
      "inLanguage": "hi",
      "description": "Hindi-English code-switch term for governing AI agent tool calls with a default-deny boundary.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/hi/README.md",
      "keywords": "टूल कॉल, सुरक्षा, default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "टोकन लागत कम करने वाला एजेंट गेटवे",
      "termCode": "localized",
      "inLanguage": "hi",
      "description": "Hindi phrase for the cost side of fak: cheaper long sessions through cache-preserving agent serving.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/hi/README.md",
      "keywords": "token savings, prompt cache, AI agent gateway"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI 代理内核",
      "termCode": "localized",
      "inLanguage": "zh-Hans",
      "description": "Simplified Chinese search phrase for an AI agent kernel; routes readers to the Chinese fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/zh/README.md",
      "keywords": "智能体内核, fak agent kernel, AI agent runtime"
    },
    {
      "@type": "DefinedTerm",
      "name": "工具调用防火墙",
      "termCode": "localized",
      "inLanguage": "zh-Hans",
      "description": "Chinese discovery term for the default-deny tool-call boundary; the honest page explains why fak is not merely a firewall.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/adoption/compare/vs-firewall.md",
      "keywords": "工具调用安全, 能力门控, 默认拒绝"
    },
    {
      "@type": "DefinedTerm",
      "name": "长上下文代理成本",
      "termCode": "localized",
      "inLanguage": "zh-Hans",
      "description": "Chinese term for long-context agent cost and prompt-cache preservation.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/zh/README.md",
      "keywords": "提示缓存, 长会话, token 成本"
    },
    {
      "@type": "DefinedTerm",
      "name": "模型路由和回退",
      "termCode": "localized",
      "inLanguage": "zh-Hans",
      "description": "Chinese term for model routing and fallback, including frontier-model launch patterns like Fable 5-style refusals.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/model-routing.md",
      "keywords": "模型路由, Fable 5 回退, 成本感知路由"
    },
    {
      "@type": "DefinedTerm",
      "name": "KI-Agent-Kernel für Tool-Call-Sicherheit",
      "termCode": "localized",
      "inLanguage": "de",
      "description": "German search phrase for an AI agent kernel that governs every tool call with a fail-closed, default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/de/README.md",
      "keywords": "KI-Agent-Kernel, Tool-Call-Sicherheit, default-deny capability floor"
    },
    {
      "@type": "DefinedTerm",
      "name": "DSGVO-konformes Self-Hosting mit EU-AI-Act-Audit-Log",
      "termCode": "localized",
      "inLanguage": "de",
      "description": "German search phrase for GDPR (DSGVO) self-hosted agent serving with a tamper-evident EU AI Act Article 12 tool-call audit log; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/de/README.md",
      "keywords": "DSGVO Self-Hosting, EU AI Act Artikel 12, manipulationssicheres Audit-Log"
    },
    {
      "@type": "DefinedTerm",
      "name": "noyau d'agent IA : sécurité des tool calls",
      "termCode": "localized",
      "inLanguage": "fr",
      "description": "French search phrase for an AI agent kernel that vets every tool call before it runs under a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/fr/README.md",
      "keywords": "agent IA, sécurité tool call, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "auto-hébergement RGPD et journal d'audit AI Act",
      "termCode": "localized",
      "inLanguage": "fr",
      "description": "French search phrase for RGPD-compliant self-host data residency plus the EU AI Act Article 12 tamper-evident tool-call audit log; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/fr/README.md",
      "keywords": "résidence des données RGPD, journal d'audit AI Act article 12, fak self-host"
    },
    {
      "@type": "DefinedTerm",
      "name": "এআই এজেন্ট কার্নেল — টুল কল সুরক্ষা",
      "termCode": "localized",
      "inLanguage": "bn",
      "description": "Bengali search phrase for an AI agent kernel that vets every tool call behind a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/bn/README.md",
      "keywords": "AI এজেন্ট, tool call সুরক্ষা, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "টোকেন খরচ কমানো DPDP self-host এজেন্ট গেটওয়ে",
      "termCode": "localized",
      "inLanguage": "bn",
      "description": "Bengali search phrase for the cost and DPDP data-residency side of fak: cheaper long sessions via prompt-cache-preserving serving on one self-hosted Apache-2.0 binary; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/bn/README.md",
      "keywords": "token খরচ, DPDP self-host, prompt cache"
    },
    {
      "@type": "DefinedTerm",
      "name": "एजंट कर्नल — प्रत्येक tool call तपासणारी सुरक्षा",
      "termCode": "localized",
      "inLanguage": "mr",
      "description": "Marathi search phrase for an AI agent kernel that checks every tool call before it runs; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/mr/README.md",
      "keywords": "AI एजंट, टूल कॉल सुरक्षा, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "टोकन खर्च कमी करणारा DPDP self-host एजंट गेटवे",
      "termCode": "localized",
      "inLanguage": "mr",
      "description": "Marathi search phrase for the cost and DPDP data-residency side of fak: cheaper long sessions via cache-preserving self-hosted agent serving; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/mr/README.md",
      "keywords": "टोकन बचत, prompt cache, DPDP self-host"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI ஏஜென்ட் கெர்னல் — tool call பாதுகாப்பு",
      "termCode": "localized",
      "inLanguage": "ta",
      "description": "Tamil search phrase for an AI agent kernel that checks every tool call with a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ta/README.md",
      "keywords": "AI ஏஜென்ட் கெர்னல், tool call பாதுகாப்பு, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "token செலவு குறைக்கும் DPDP self-host ஏஜென்ட் கேட்வே",
      "termCode": "localized",
      "inLanguage": "ta",
      "description": "Tamil search phrase for the token-cost and DPDP data-residency side of fak: cheaper long sessions via cache-preserving self-hosted serving (~4.1x less work); routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ta/README.md",
      "keywords": "token செலவு, DPDP self-host residency, prompt cache"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI ఏజెంట్ కెర్నల్ – టూల్ కాల్ భద్రత",
      "termCode": "localized",
      "inLanguage": "te",
      "description": "Telugu search phrase for an AI agent kernel that vets every tool call with a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/te/README.md",
      "keywords": "AI ఏజెంట్ కెర్నల్, టూల్ కాల్ భద్రత, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "టోకెన్ ఖర్చు తగ్గించే self-host ఏజెంట్ గేట్‌వే",
      "termCode": "localized",
      "inLanguage": "te",
      "description": "Telugu search phrase for the token-cost and DPDP self-host residency side of fak, with cheaper long sessions through cache-preserving serving; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/te/README.md",
      "keywords": "టోకెన్ ఖర్చు, prompt cache, DPDP self-host"
    },
    {
      "@type": "DefinedTerm",
      "name": "kernel de seguridad para agentes de IA que valida cada tool call",
      "termCode": "localized",
      "inLanguage": "es",
      "description": "Spanish search phrase for an AI-agent kernel that governs every tool call at a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/es/README.md",
      "keywords": "kernel de agentes IA, seguridad de tool call, capability floor default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "self-host con prompt cache para sesiones largas más baratas y residencia de datos RGPD",
      "termCode": "localized",
      "inLanguage": "es",
      "description": "Spanish search phrase for the cost and data-residency lever of self-hosting an agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/es/README.md",
      "keywords": "self-host prompt cache, sesiones largas más baratas, residencia de datos RGPD"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI エージェントの tool call を実行前に審査するカーネル",
      "termCode": "localized",
      "inLanguage": "ja",
      "description": "Japanese search phrase for an AI-agent kernel that vets every tool call before execution with a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ja/README.md",
      "keywords": "AI エージェント セキュリティ, tool call 審査, default-deny capability floor"
    },
    {
      "@type": "DefinedTerm",
      "name": "エージェントの長いセッションを安くする self-host データレジデンシー",
      "termCode": "localized",
      "inLanguage": "ja",
      "description": "Japanese search phrase for cutting long agent-session cost via cache-preserving self-hosted serving that keeps data on your own infrastructure; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ja/README.md",
      "keywords": "prompt cache コスト削減, self-host データレジデンシー, 個人情報保護法 APPI"
    },
    {
      "@type": "DefinedTerm",
      "name": "AI 에이전트 커널 — 모든 tool call을 실행 전에 검토",
      "termCode": "localized",
      "inLanguage": "ko",
      "description": "Korean search phrase for an AI agent kernel that vets every tool call before it runs behind a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ko/README.md",
      "keywords": "AI 에이전트 커널, tool call 보안, fak agent kernel"
    },
    {
      "@type": "DefinedTerm",
      "name": "긴 세션을 저렴하게 만드는 PIPA 자체 호스팅 에이전트 게이트웨이",
      "termCode": "localized",
      "inLanguage": "ko",
      "description": "Korean search phrase for the cost and PIPA data-residency side of fak: cheaper long sessions via prompt-cache-preserving self-hosted serving; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ko/README.md",
      "keywords": "자체 호스팅, prompt cache, PIPA"
    },
    {
      "@type": "DefinedTerm",
      "name": "núcleo de agente de IA que revisa cada tool call antes de executá-lo",
      "termCode": "localized",
      "inLanguage": "pt",
      "description": "Portuguese search phrase for an AI agent kernel that vets every tool call before it runs under a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/pt/README.md",
      "keywords": "núcleo de agente IA, segurança de tool call, capability floor default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "self-host com prompt cache para sessões longas mais baratas e residência de dados LGPD",
      "termCode": "localized",
      "inLanguage": "pt",
      "description": "Portuguese search phrase for the cost and LGPD/RGPD data-residency lever of self-hosting an agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/pt/README.md",
      "keywords": "self-host prompt cache, sessões longas mais baratas, residência de dados LGPD"
    },
    {
      "@type": "DefinedTerm",
      "name": "ядро AI-агента, проверяющее каждый tool call до выполнения",
      "termCode": "localized",
      "inLanguage": "ru",
      "description": "Russian search phrase for an AI agent kernel that vets every tool call before it runs behind a fail-closed, default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ru/README.md",
      "keywords": "ядро AI-агента, безопасность tool call, capability floor default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "дешёвый self-host с prompt cache для долгих сессий и хранение данных по 152-ФЗ",
      "termCode": "localized",
      "inLanguage": "ru",
      "description": "Russian search phrase for the cost and 152-FZ data-residency side of fak: cheaper long sessions via cache-preserving self-hosted serving; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ru/README.md",
      "keywords": "self-host prompt cache, дешевле долгие сессии, 152-ФЗ"
    },
    {
      "@type": "DefinedTerm",
      "name": "نواة وكيل الذكاء الاصطناعي تراجع كل tool call قبل تنفيذه",
      "termCode": "localized",
      "inLanguage": "ar",
      "description": "Arabic search phrase for an AI agent kernel that vets every tool call before it runs under a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ar/README.md",
      "keywords": "نواة وكيل الذكاء الاصطناعي, أمان tool call, capability floor"
    },
    {
      "@type": "DefinedTerm",
      "name": "استضافة ذاتية مع prompt cache لجلسات أطول أرخص وإقامة بيانات متوافقة مع PDPL",
      "termCode": "localized",
      "inLanguage": "ar",
      "description": "Arabic search phrase for the cost and PDPL data-residency lever of self-hosting an agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/ar/README.md",
      "keywords": "استضافة ذاتية, prompt cache, PDPL"
    },
    {
      "@type": "DefinedTerm",
      "name": "kernel agen AI yang memeriksa setiap tool call sebelum dijalankan",
      "termCode": "localized",
      "inLanguage": "id",
      "description": "Indonesian search phrase for an AI agent kernel that vets every tool call before it runs under a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/id/README.md",
      "keywords": "kernel agen AI, keamanan tool call, capability floor default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "self-host dengan prompt cache untuk sesi panjang lebih murah dan residensi data UU PDP",
      "termCode": "localized",
      "inLanguage": "id",
      "description": "Indonesian search phrase for the cost and UU PDP data-residency lever of self-hosting an agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/id/README.md",
      "keywords": "self-host prompt cache, sesi panjang lebih murah, UU PDP"
    },
    {
      "@type": "DefinedTerm",
      "name": "nhân agent AI xét duyệt mọi tool call trước khi chạy",
      "termCode": "localized",
      "inLanguage": "vi",
      "description": "Vietnamese search phrase for an AI agent kernel that vets every tool call before it runs under a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/vi/README.md",
      "keywords": "nhân agent AI, bảo mật tool call, capability floor default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "tự lưu trữ với prompt cache cho phiên dài rẻ hơn và lưu trú dữ liệu theo Nghị định 13/2023 (PDPD)",
      "termCode": "localized",
      "inLanguage": "vi",
      "description": "Vietnamese search phrase for the cost and PDPD (Decree 13/2023) data-residency lever of self-hosting an agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/vi/README.md",
      "keywords": "tự lưu trữ prompt cache, phiên dài rẻ hơn, PDPD Nghị định 13"
    },
    {
      "@type": "DefinedTerm",
      "name": "her tool call'u çalışmadan önce denetleyen AI ajan çekirdeği",
      "termCode": "localized",
      "inLanguage": "tr",
      "description": "Turkish search phrase for an AI agent kernel that vets every tool call before it runs under a default-deny capability floor; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/tr/README.md",
      "keywords": "AI ajan çekirdeği, tool call güvenliği, capability floor default-deny"
    },
    {
      "@type": "DefinedTerm",
      "name": "uzun oturumları ucuzlatan prompt cache'li KVKK uyumlu self-host ajan ağ geçidi",
      "termCode": "localized",
      "inLanguage": "tr",
      "description": "Turkish search phrase for the cost and KVKK data-residency lever of self-hosting an agent kernel; routes readers to the in-language fak entry point.",
      "url": "https://github.com/anthony-chaudhary/fak/blob/main/docs/i18n/tr/README.md",
      "keywords": "self-host prompt cache, uzun oturum ucuz, KVKK"
    }
  ],
  "dateModified": "2026-07-14T20:28:49Z"
}