You've hired agents.
We provide their HR.

You've hired a workforce that never sleeps. Nobody's managing it.

ChatGPT and Claude are tools for your people — and they're great. But you're not just hiring people anymore. You've got agents in production that decide and act on their own: answering customers, touching data, spending money. That's a new kind of employee, and right now no one actually manages them.

Taksham is that management layer. Think of it as HR for your agents — every job an HR department does for your humans, Taksham does for your agents. You run your people; we run your agents.

Every trace, decision, and dollar — on one immutable, replayable spine.

Spans, decisions, and embeddings land append-only in a single store. Nothing is ever mutated, so any run replays byte-for-byte — the model call, the tool result, the guardrail verdict, the cost. Decisions are first-class rows, not log lines, so "why did it deny this?" has an answer, not a theory.

• Spans + decisions + embeddings, one schema, one tenant stamp
• Faithful replay — reconstruct any run to any offset
• Semantic search over runs via cosine kNN on embeddings
• DuckDB embedded for local · ClickHouse for scale — same SpQL

-- last 24h: agents that denied a payment, with cost
SELECT agent, count(*) deigns, sum(cost_usd) burn
FROM spans JOIN decisions USING (trace_id)
WHERE decision.verdict = 'DENY'
  AND decision.policy LIKE 'payments.%'
  AND ts > now() - interval '24h'
GROUP BY agent ORDER BY burn DESC;

The same query runs against the embedded store on your laptop and the columnar store in prod. No re-instrumentation, no second pipeline.

Taksham manages the agents. Hanu watches the estate they run on.

An agent with a badge and a budget still runs on your cloud, your identity provider, your CI, your model endpoints. Hanu is our self-hosted security platform for exactly that surface — it correlates signals across all of them into compound attack chains, with the evidence attached, so a GitHub action, a certificate issued last month and a Bedrock call this afternoon land in one risk instead of three dashboards.

Same posture as Taksham: your datastores, your keys, no control plane phoning home. Community edition is free in production.