One API that gives every model persistent memory, personality, symbolic reasoning, ethics governance, and cost-aware routing.
Your API call enters the pipeline. Ethics are checked. Tokens are optimized. Identity is injected. Memories are retrieved. Context is enriched. Reasoning runs. All before the LLM sees a single token.
Zero code changes. Zero latency tax you'd notice.
What's inside the gate
Working memory for the current session. Episodic memory across all sessions, searchable by semantic similarity. Automatic promotion from short-term to long-term. Redis-cached retrieval. Your AI remembers what you told it last week — and uses it.
SOUL, USER, TOOLS, MEMORY files define who your agent is. Versioned per-tenant. Injected into every system prompt automatically.
Contradiction detection, temporal decay, ILP rule learning, analogical reasoning, ethics gating, ACT-R working memory. Nine reasoning stages on every request.
Mixture-of-Experts classifies by category: coding, reasoning, creative, vision. Routes to the cheapest model that can handle it. Circuit breakers for failover. 40% cost reduction in production.
Jailbreak detection, intent reversal blocking, PII scrubbing, harmful content filtering. Runs on every request and every response. Fails closed — if the ethics engine can't decide, the request is blocked. Audit-logged for compliance.
Prometheus metrics. Grafana dashboards. OpenTelemetry tracing. See every stage, every decision, every ms.
Free tier. No credit card. OpenAI-compatible from line one.
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