Launched this week
Phrony
Ship AI agents without the operational burden
90 followers
Ship AI agents without the operational burden
90 followers
Phrony is where AI agents live, run, and stay under control. We handle the parts that get hard once agents hit production: multi-agent orchestration, human-in-the-loop escalation, full audit trails, anomaly detection, and the security layer companies actually need. All built in, not bolted on. One platform to build, deploy, and govern real AI agents.
Phrony
Looks great congrats on the launch! Quick one: does the multi-agent orchestration support agents written in different frameworks talking to each other? Or do they all have to live inside Phrony's own SDK?
Phrony
Congrats on the launch. Curious about the HITL escalation layer. What triggers a human approval today? Is it rule-based (e.g. tool calls above a cost threshold), confidence-based (the agent itself flags uncertainty), or configurable per-agent? Feels like the hardest UX problem in production agents.
Phrony
@francesco2689
Thanks! You've put your finger on the hardest part.
Today it's mostly policy and rule-driven, configurable per agent. Typical triggers:
Risk or anomaly scores crossing a threshold
Sensitive tool categories or anything with external side effects
Actions above a cost/value limit
Policy violations
Execution patterns that deviate from expected behavior
When one fires, the runtime pauses, preserves the full run state, and routes the task to a human to approve, reject, or redirect.
We intentionally don't rely on raw LLM confidence as the primary signal. It's too inconsistent across models and prompts. We use it as one input in the pipeline, not the trigger.
Escalation is configurable at four levels: organization, agent, tool/integration, and step/workflow checkpoints.
On your last point: the real tradeoff is autonomy vs operator trust vs interruption fatigue. Too many approvals kill the automation, too few kill the trust. That's why we lean on deterministic guardrails plus anomaly/behavioral signals instead of putting static gates everywhere.
@max_bols Thanks, that's a great answer. Four-level configurability (org / agent / tool / step) is more granular than I expected. Will be following along.
Love this! The fact that anomaly detection can auto-terminate a run is wild (in a good way). Most tools just log and pray. Upvoted 🚀
This is really interesting! Especially the part about keeping the LLM in place. Been building agents the past few months and the lack of visibility once they hit production is genuinely scary. Excited to try this out.
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congrats! upvoted