Platform
Every request passes through adaptive routing, persistent memory, cryptographic identity, streaming security, agent governance, and cost intelligence — in under 5ms of overhead. No configuration required to start; full control when you need it.
Learns the optimal model for each task type without manual configuration. UCB1 exploration with Gaussian posterior over quality scores. Automatically finds the cheapest model above your quality floor.
The router maintains a Bayesian posterior over model quality for each task category. New task types are explored broadly; established patterns exploit the cheapest model that meets your quality threshold. Routing decisions adapt continuously as your workload shifts.
Model variants give you control over the trade-off:
:floor — cheapest model above quality threshold
:fast — lowest latency model
:best — highest quality regardless of cost
auto — Thompson Sampling decides
The cost seatbelt. Predicts spend before the request executes. Tracks cost at request granularity with <5ms overhead. Every response includes cost, efficiency, and routing metadata in headers.
Guardian identifies waste patterns: tasks where cheaper models produce equivalent quality, burst spending from retry storms, and cost anomalies from unexpected input lengths. Budget velocity alerts warn before you exceed daily targets.
All data feeds into the Insights API for programmatic access to daily spend, waste analysis, and optimization recommendations.
4-block architecture: human, system, project, and general memory. pgvector-powered similarity search retrieves relevant context automatically. Session-isolated with cross-session retrieval for long-running workflows.
Memory is injected into the system prompt transparently — no code changes. Nightly synthesis compacts memories into durable knowledge. Every memory operation exports to your observability pipeline for compliance auditing.
SPIFFE-compatible agent identities with 5-minute ephemeral certificates. Every agent gets a cryptographically signed identity that self-destructs before lateral movement can begin.
The kill switch: revoke an agent's JWT, freeze its memory, and emit a SIEM alert — all in one API call. Behavioral profiling detects anomalous tool calls and triggers automatic quarantine.
Internal CA issues RSA-signed certificates. Mutual TLS verification on every request. ALB passthrough mode for AWS deployments.
AES-256-GCM encrypted storage for provider API keys. Each key carries its own budget ceiling. Rotate keys without downtime — the new key activates while the old one drains in-flight requests gracefully.
BYOK support: bring your own AWS KMS, GCP Cloud KMS, or Azure Key Vault key for envelope encryption. Per-key encryption metadata means rotation never breaks existing keys. Zero-downtime by design.
7-check security pipeline with 3-layer guardrails. The StreamingGuardrailEvaluator intercepts model output token-by-token. PII detected mid-stream is severed before your application sees it — not logged after delivery.
Layer 1: input guardrails (PII, PCI-DSS, custom regex). Layer 2: streaming output interception (sliding window buffer). Layer 3: tool call governance (RBAC on tool_calls arrays before execution).
Every guardrail verdict exports to your SIEM as structured CEF or ECS JSON events. Blocked requests return structured error responses with sanitized snippets.
Virtual corporate cards for AI agents. Every agent gets a profile with budget limits, quality floors, and lifecycle state management. When budgets run low, ARM auto-downgrades to cheaper models instead of failing.
5-state lifecycle: provisioned → active → quarantined → suspended → terminated. The agent leaderboard ranks agents by cost-efficiency, quality scores, and throughput — identify your best and worst performers at a glance.
Model Context Protocol gateway with tool registry, RBAC-based tool permissions, and full audit trail. Agents discover and invoke tools through a governed interface — every tool call is authorized, logged, and rate-limited.
Drop-in OpenAI compatibility. Change your base URL and API key. Your existing code, tools, and frameworks work immediately — LangChain, Vercel AI SDK, CrewAI, LlamaIndex.
Continuous health probes across all provider endpoints. When a provider goes down, Sentinel detects it, opens the circuit breaker, and re-probes at 15s and 60s intervals to catch recovery. Self-healing circuit breakers recovered in under 30 seconds during the Prometheus stress test.
Combined with the cascade system, failures automatically escalate to healthy providers without any client-side retry logic.
Agents can provision sub-agents with scoped permissions, budget limits, and model restrictions.
Trust levels graduate from minimal through standard to elevated
based on operational history. M2M authentication via Agent JWT or mTLS certificates.
7-layer discovery stack: llms.txt, agents.json, RFC 8631 Link headers,
/v1/discovery, and /v1/self — AI agents bootstrap themselves
without human help.
One SSE connection gives agents governed access to routing, memory, budget, security, and admin tools. RBAC per tool, full audit trail, secretless access to upstream providers.
Learn MoreReady?
Change your base URL. Add your provider keys. All 8 systems activate automatically.