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Hacker News Show HN: Most products have no idea what their AI agents did yesterday

Addresses the accountability gap in products integrating AI agents by providing a unified, immutable activity log for both human and agent actions, ensuring consistent workflow accountability.

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Apr 3, 2026
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AI Executive Synthesis
Addresses the accountability gap in products integrating AI agents by providing a unified, immutable activity log for both human and agent actions, ensuring consistent workflow accountability.
The proliferation of AI agents within products introduces a critical accountability gap: agent actions are often untracked, unlike human activities. Velt's Activity Logs directly addresses this by providing a unified, immutable record for both human and AI agent actions. This solution is crucial for maintaining workflow integrity, auditing, and compliance in AI-augmented environments. The problem statement "Most products have no idea what their AI agents did yesterday" highlights a significant oversight in current AI integration strategies. This product capitalizes on the growing need for governance and transparency in AI-driven workflows, indicating a strong market demand for robust logging and accountability features in collaboration SDKs.
We build collaboration SDKs at Velt (YC W22). Comments, presence, real-time editing (CRDT), recording, notifications.A pattern we keep seeing: products add AI agents that write, edit, and approve things. Human actions get logged. Agent actions don't. Same workflow, different accountability.We shipped Activity Logs to fix this.Same record for humans and AI agents. Immutable by default. Auto-captures collaboration events, plus createActivity() for your own.Curious how others are handling this.
collaboration SDKs Comments presence real-time editing (CRDT) recording notifications AI agents Activity Logs

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