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Most products have no idea what their AI agents did yesterday

Details

External ID
47618235
Source
HN
Company
—
Product
Most products have no idea what their AI agents did yesterday
Website domain
velt.dev
Launched
April 2, 2026
Cohort
—
Upvotes
5
Upvotes percentile
0.11182519280205655
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

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.Curious how others are handling this.

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Observability & eval
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
observability for ai agent actions
Manually corrected
False

Could you build this?

Partial While basic logging is simple, building an enterprise-grade, immutable audit trail infrastructure with regulatory compliance (EU AI Act, SOC 2), CRDT synchronization, and high-throughput real-time ingest requires sophisticated backend systems engineering.

What it would actually take: A production implementation involves an append-only, tamper-evident log (often utilizing cryptographic hashing or ledger databases like QLDB/ClickHouse), low-latency ingestion queues (Kafka/NATS), and an embeddable React SDK that auto-instruments DOM and CRDT mutations. It requires distributed systems expertise and deep understanding of enterprise compliance frameworks (EU AI Act Art 14, HIPAA, SOC 2).

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 272 launches clear the similarity bar, closest 8 shown.

Attention rank: #253 of 273 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 147 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.