Runeward vs PentAGI
Detailed side-by-side comparison to help you choose the right tool
Runeward
🔴Developersecurity
Governed execution cells for AI agents: declarative profiles provision isolated Docker or Kubernetes sandboxes with deny-by-default egress, policy gates, human approvals, guardrails, and a tamper-evident audit ledger.
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CustomPentAGI
🔴Developersecurity
Self-hosted, autonomous AI penetration-testing platform that runs security tests in an isolated Docker sandbox using a team of specialized agents.
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CustomFeature Comparison
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Runeward - Pros & Cons
Pros
- ✓Apache-2.0 licensed and self-hostable end to end, no vendor lock-in on the control plane
- ✓Every entry surface — REST, dashboard, CLI, MCP — funnels through the same policy pipeline
- ✓Signed hash-chained audit ledger is verifiable independently of Runeward, which matters for compliance
- ✓Native adapters for seven mainstream agent frameworks, so onboarding an existing agent is a small refactor
- ✓Cost guardrails (token, exec, wall-clock, egress) plus retry-loop detection catch runaway agent spend
Cons
- ✗Kubernetes backend brings real operational weight: CRDs, admission webhook, NetworkPolicy, PSA config
- ✗Policy authoring skill required — teams unfamiliar with CEL or OPA-Rego will face a learning curve
- ✗Pre-1.0 project without published SLAs; no commercial support tier listed on the site
- ✗Effectiveness depends on how tightly your declarative profiles are written; a permissive profile trivially undermines the guarantees
PentAGI - Pros & Cons
Pros
- ✓20+ pro security tools plus multi-agent delegation, all sandboxed — significant setup work you don't have to do
- ✓Deep observability (Langfuse + Grafana + Jaeger + Loki) is rare in security tooling and makes agent behavior debuggable
- ✓10+ LLM providers plus custom endpoints means you can run fully offline with Ollama or cheap via OpenRouter
Cons
- ✗Autonomous exploitation is dangerous without security expertise — not a beginner tool
- ✗Self-hosted only; no managed SaaS option
- ✗Overlap with breach-and-attack-simulation products may mislead buyers — PentAGI is investigative, not scenario-based
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