Trel.to
Observability for web and mobile built for AI
Details
- External ID
- 1255058
- Source
- PH
- Company
- —
- Product
- Trel.to
- Website domain
- producthunt.com
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 3
- Upvotes percentile
- 0.8905013897797733
- Tags
- SaaS, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 21, 2026, 1:01 a.m.
- Updated at
- Sept. 21, 2026, 1:01 a.m.
Description
Logs, exceptions, traces, uptime monitoring, incidents, and status pages — one product, for backend services, web apps and Android/iOS/React Native apps. Open an error and land on the exact request that threw it. No query language. Built for AI.
Enrichment
- Theme
- database infrastructure and developer tools
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- web and mobile observability for ai apps
- Manually corrected
- False
Could you build this?
No Building a full observability platform spanning logs, traces, exceptions, and uptime requires high-throughput streaming data infrastructure (like ClickHouse or OpenTelemetry pipelines) and complex cross-platform SDKs.
What it would actually take: Requires high-ingestion, distributed time-series and log storage (e.g., ClickHouse, Kafka, Vector), alongside maintaining multiple native SDKs (iOS, Android, React Native, Node.js) that hook into runtime crashes and distributed tracing standards (OpenTelemetry). Operating at production scale demands deep systems engineering to handle backpressure, data sampling, and sub-second query latency.
Competitors
Other products that read as similar to this one — 25 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 26 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 200 days after the earliest competitor.
- Logify360 · ph · 2026-09-10 · 2 upvotes · similarity 0.47
- TamedTable, AI ETL in Natural Language · hn · 2026-08-02 · 9 upvotes · similarity 0.40
- Progress AI Observability · ph · 2026-08-07 · 168 upvotes · similarity 0.36
- Open-Source Article 12 Logging Infrastructure for the EU AI Act · hn · 2026-03-03 · 42 upvotes · similarity 0.35
- AI Observability by OpenObserve · ph · 2026-09-10 · 304 upvotes · similarity 0.35
- CraftCX · ph · 2026-09-29 · 4 upvotes · similarity 0.34
- traceAI · ph · 2026-04-01 · 273 upvotes · similarity 0.34
- StemJSON · hn · 2026-09-14 · 8 upvotes · similarity 0.33
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.