AgentPulse, drift investigation for multi vs Hail

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next.

Give your AI agent a voice, a phone number, and an inbox. Place AI phone calls with ElevenLabs voices. Run an AI call center. Send SMS and agent mail.

About AgentPulse, drift investigation for multi

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next. What did change is the payload it receives from writer, starting at the same run. So critic is probably downstream damage, not the source. After the change, writer responses run ~180% longer and drop the section structure critic expects, earlier payloads were structured summaries, newer ones read as prose. If restoring the format fixes critic, make the fix in writer.

About Hail

Give your AI agent a voice, a phone number, and an inbox. Place AI phone calls with ElevenLabs voices. Run an AI call center. Send SMS and agent mail. your agent places calls, sends texts, and works an inbox on numbers and domains you own. ▸ bring your own domains, or use warmed hail domains, on day one. you already work in your coding agent or your backend. so that's where hail works too; no new workflows to learn.