Every capability you need.
None you don't.
OLAV is not a chatbot wrapper. It is a governed, audited, self-improving operations platform purpose-built for teams who need reliability, traceability, and control.
Core Capabilities
Any API → Agent Tool
Point OLAV at any OpenAPI schema URL and every endpoint becomes a natural-language-accessible tool — instantly, with zero code.
Creator Agent
6-step guided workflow. Upload a schema, define a Skill, test, validate, and deploy — in under 2 minutes. No framework knowledge required.
Self-Improving Loop
Failure patterns from every run are automatically captured and converted into execution constraints. Agents get measurably better over time.
2000x+ Cache Speedup
Semantic deduplication + exact-match cache layers. Repeated queries return in milliseconds. LLM tokens are spent only when the request is genuinely novel.
HTTP API & CLI
Full REST API surface alongside the OLAV CLI. Integrate into existing toolchains, CI pipelines, or dashboards without rewriting workflows.
Skill Registry
Discover, share, and version Skills across your team. One registry entry serves all users on the platform — no per-user setup required.
Security Architecture
Every agent execution path is gated by four mandatory control layers. These are architectural constraints — not configuration options. No setting can bypass the DuckDB read-only sandbox or credential redaction.
- ✓ Token, LDAP, and OIDC authentication
- ✓ Role-based access control (RBAC)
- ✓ Full audit trail to DuckDB
- ✓ HITL interception for dangerous commands
- ✓ Semantic memory injection per session
- ✓ Configurable approval gates
- ✓ Pre-execution command scan
- ✓ DuckDB read-only enforcement (cannot be disabled)
- ✓ Network namespace isolation per agent
- ✓ Automatic credential and secret redaction
- ✓ SSE + JSON structured output
- ✓ HttpOnly cookie session binding
Multi-User Operations
Multi-User & Concurrent Sessions
Multiple operators share one platform instance with fully isolated sessions. No request bleed-through between users.
Complete Audit Trail
Every CLI command, agent decision, and tool call is persisted in DuckDB with timestamps, user identity, and results. Exportable for compliance.
LDAP / OIDC Integration
Plug into your existing directory. Map LDAP groups or OIDC claims to OLAV roles. No shadow user database to maintain.
Workspace Isolation
Separate workspaces for separate environments (dev/staging/prod). Each workspace has its own agent context, tool registry, and audit scope.