Runtime governance infrastructure for multi-agent AI systems. Irreversible action classification. Intent persistence. Ambiguity escalation. Before execution, not after.
Free during beta · LangGraph · Claude Code · AutoGen · CrewAI · Zero native deps
// Your agent wants to run this: await db.users.deleteAll({ confirm: true }) // Reshimu intercepts before execution: const guard = await reshimu.classify({ toolName: 'db.users.deleteAll', params: { confirm: true }, method: 'DELETE' })
It already ran. There is no undo. The audit trail tells you what happened, not what to do next.
No single agent is wrong. The session has quietly forgotten what it was for.
One of them will pick the wrong one. Probably the irreversible one. Probably this week.
A vertical hierarchy. Intent flows downward through five contractions — Tzimtzumim — each one binding the work tighter to the original ask. Guardians sit at every level.
Define what the session is for in three bullets. Every downstream agent is scored against it. Drift is caught early — before twenty messages compound into the wrong outcome.
Four guardian classifiers run on every message before delivery. Sub-5ms. No LLM calls for classification. Deterministic where it has to be.
Every intercept. Every decision. Every escalation. Written to disk. Queryable. Exportable. The impression that keeps the system honest.
Detects when agents exceed their assigned domain. Catches scope creep before it propagates downstream and contaminates sibling sessions.
Aryeh — אַרְיֵהDetects ungrounded confidence and hallucinated claims. Every output must trace to its source. Confidence without basis is a flag, not a result.
Shor — שׁוֹרClassifies all proposed actions GREEN / YELLOW / RED before execution. Blocks dangerous calls automatically. Human-in-loop for red. Blocked
Nesher — נֶשֶׁרDetects genuine gray zones. Files a structured escalation report. Halts the work until a superior agent — or a human — resolves it.
Panim Adam — פָּנִים אָדָםBe early.
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Reshimu.ai also builds custom AI automation for businesses ready to move beyond experiments. We design, deploy, and govern the systems — so you get the leverage of AI without the risk of agents acting without intention.
Identify the right places for AI. Two-week engagement. Deliverable: full AI roadmap and risk-ranked automation map.
Designed and deployed by us. Always governed by Reshimu's runtime layer from day one. 4–12 week engagements. Production systems, not demos.
We become your AI infrastructure team. Ongoing. For companies treating AI as core infrastructure, not a feature flag.