Scandock
AI designs your database monitoring and finds the cause
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Scandock watches your production database so you don't have to design monitors. Register a connection string, and AI reads your schema and real data, decides which numbers to watch and how often, and alerts you in Slack, Teams or email with the likely cause and a proposed fix. Approve a fix and it runs. It connects read-only, runs only single read-only statements, and keeps your customers' personal data away from the AI. Works with PostgreSQL, MySQL, SQL Server, Cloudflare D1 and BigQuery.
PH · launched Nov 6, 2026 · 2 upvotes (top 19%) · 0 views
Niche: software observability platforms · 89 launches, 0 in the last 7 days ▼ -100% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- SaaS
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 89 launches in software observability platforms →
Could you build this?
Partial The dashboard, alerting, and LLM-based suggestions are buildable with vibe coding, but reliably deciding what to monitor and safely executing approved fixes against production databases is a hard engineering and trust problem.
What it would actually take: The stack would be a agent/collector service per database (Postgres, MySQL, etc.), a time-series store, schema introspection, and an LLM layer that proposes thresholds and root-cause hypotheses. The hard parts are low-overhead collection, low false-positive anomaly detection, and sandboxed, reversible fix execution, which call for experienced database SREs and security review.
Competitors
Other products that read as similar to this one : 170 launches clear the similarity bar, closest 8 shown.
Attention rank: #36 of 171 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 357 days after the earliest competitor.
- Reportr — Chat With Your Database · ph · 2026-10-07 · 1 upvotes · similarity 0.51
- dig data · ph · 2026-09-24 · 1 upvotes · similarity 0.47
- ByeSQL · ph · 2026-11-09 · 2 upvotes · similarity 0.44
- Anomalo · ph · 2026-09-22 · 262 upvotes · similarity 0.44
- Rowbird · ph · 2026-10-01 · 1 upvotes · similarity 0.43
- Control · ph · 2026-10-26 · 2 upvotes · similarity 0.42
- Arcyria · ph · 2026-11-12 · 1 upvotes · similarity 0.41
- pginsights · ph · 2026-10-27 · 2 upvotes · similarity 0.41
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.