
Self-hosted open-core control plane for AI agent governance and security.
By Tanmay Verma, Founder · Last verified 03 Jul 2026
In short
Alma — Self-hosted open-core control plane for AI agent governance and security. Best for Platform and DevOps teams needing to inventory and govern AI agents, Security teams requiring audit trails and least-privilege enforcement for AI, CISOs looking for vendor-neutral, self-hosted AI governance. Free to use.
See what real users actually say. We scan live discussions, reviews and complaints across the web and hand you an honest verdict — in under a minute.
3 free scans · no card needed · downloadable report
Olivares AI fills a critical gap for enterprises running AI agents on their own infrastructure. Its open-core model and self-hosted design make it a strong choice for teams that need visibility and control without vendor lock-in. The product is early (v0.1.0-alpha as of June 2026), but the architectural decisions — passive discovery, read-first governance, and cryptographic audit — are solid.
Last verified: July 2026
Across the latest 6 updates: 5 feature updates and 1 launch.
Initial public alpha of Alma with core governance engine, access map, kill switch, FinOps, Claude Code/MCP support, and SLSA Level 3 build attestation.
Access map shows gap between permitted vs observed agent actions, revealing least-privilege drift.
Auditor-grade trail for Claude Code and MCP servers using per-agent identity, hash-chained ledger, and untrusted MCP signal handling.
Detect least-privilege drift via permitted-vs-observed diff and policy enforcement at access time.
Self-hosting the governance platform ensures data never leaves the customer perimeter — edges transmitted, no payloads.
Compares inline proxy high-blast-radius approach vs passive discovery from logs, OpenTelemetry, and eBPF backstop.
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
69 mentions across 4 sources (Hacker News, Product Hunt, App Store, Lemmy).
How likely is Alma to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Olivares AI is an open-core, self-hosted platform that gives infrastructure, DevOps, and security teams visibility and control over AI agents running on their own infrastructure. It passively discovers every agent, session, model, and MCP tool, then builds a typed read/write access map showing what each agent can reach versus what it actually touches. The platform is built around a "read-first" philosophy: it observes before it enforces. Governance is deny-closed by default, with Cedar-based RBAC/ABAC policies, risk tiers, dual-control, and an append-only audit ledger with cryptographic chaining. It also includes a FinOps module for per-agent/per-model budgets and spend attribution. Designed for self-hosting, Olivares runs as a single static binary with no calls home, supports air-gapped deployments, and is vendor-neutral — compatible with any identity provider, model provider, or cloud. The project is AGPL-3.0 for up to 3 users, with commercial licenses for larger teams. A managed cloud option is on the roadmap.
Olivares AI is built for platform and security teams who need to govern AI agents that run on their own infrastructure — not somebody else's cloud. Its passive discovery approach is a standout: no proxies, no agents to install, just log telemetry and eBPF. The access map gives a clear read-vs-write view that surfaces least-privilege drift the moment it appears. The Cedar-based policy engine is expressive and deny-closed by default. The append-only audit ledger with hash chaining is auditor-ready. FinOps attribution is a nice bonus for cost-conscious teams. But the platform is still in alpha (v0.1.0-alpha.1 as of June 2026). You'll need comfort with self-hosting and manual configuration. The community edition caps at 3 users. Commercial pricing is not yet published, so larger teams must contact sales for now. Managed cloud is on the roadmap but not yet available. Compared to commercial alternatives like AIShield or Calico AI, Olivares is more transparent and auditable but less turnkey. We'd reach for Olivares when we need to air-gap governance, enforce data residency, or build a compliant AI estate from scratch. Skip it if you lack the ops bandwidth to self-host or need a fully managed solution today.
Free, no signup — tell us your goal and get tools matched to your budget & existing stack.
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Durable execution platform for reliable AI agents and workflows.
Browser security platform that stops AI-powered attacks and controls AI tool usage.
Used Alma? Help shape our editorial sentiment research.