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Most products have no idea what their AI agents did yesterday

Most products have no idea what their AI agents did yesterday

by rakeshgoyal·Apr 2, 2026·5 points·0 comments

AI Analysis

●●SolidSolve My ProblemSlick

Unified audit trail for human and AI actions with immutable compliance records.

Strengths
  • Unifies human and AI attribution in a single schema, solving the accountability gap.
  • Immutable by default mode directly targets SOC 2 and HIPAA compliance requirements.
  • Debouncing keystrokes into meaningful records prevents log spam automatically.
Weaknesses
  • Tied to Velt ecosystem; less useful if you already have a separate audit log infrastructure.
  • Proprietary SDK means vendor lock-in compared to open-source audit log alternatives.
Target Audience

Product teams building AI-enabled collaboration features

Similar To

AuditLog.io · LogRocket · Helicone

Post Description

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: https://velt.dev/activity-logs

Curious how others are handling this.

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Control before execution beats observability after—HITL with 10-min replay window.

Solve My ProblemBig BrainSlick
ucsandman
113mo ago