Struct: Automate your on-call runbook
Auto root-cause eng alerts by cross-referencing logs, metrics, and your code.
Details
- External ID
- 98615
- Source
- YC
- Company
- Struct
- Product
- Struct: Automate your on-call runbook
- Website domain
- struct.ai
- Launched
- March 9, 2026
- Cohort
- Fall 2024
- Upvotes
- 33
- Upvotes percentile
- 0.7934782608695652
- Tags
- Developer Tools, B2B, DevOps, Enterprise Software, AI
- Fetched at
- Sept. 30, 2026, 5 p.m.
- Updated at
- Sept. 30, 2026, 5 p.m.
Enrichment
- Theme
- AI agent frameworks and developer tools
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- incident response automation for engineers
- Manually corrected
- False
Could you build this?
Partial The incident dashboard and alert webhook integrations are standard web engineering, but cross-referencing high-volume distributed logs, OpenTelemetry metrics, and Git ASTs in real time during production outages requires sophisticated data streaming and indexing infrastructure.
What it would actually take: Requires ingest pipelines handling high-throughput telemetry data (ClickHouse, OpenTelemetry collectors, Kafka) linked to vector embeddings of codebases and commit diffs. The hard part is noise reduction and deterministic root-cause analysis across massive telemetry streams within seconds of an incident without hallucinating erroneous causal links.
Competitors
Other products that read as similar to this one — 9 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 10 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 26 days after the earliest competitor.
- Struct · ph · 2026-03-14 · 331 upvotes · similarity 0.54
- MonoDuty · ph · 2026-09-13 · 11 upvotes · similarity 0.37
- Repairo · ph · 2026-09-22 · 1 upvotes · similarity 0.35
- Built a Git ext. in Rust that tracks which AI wrote each line of code · hn · 2026-06-24 · 7 upvotes · similarity 0.34
- VBA_Automation_Engine · github · 2026-09-18 · 18 upvotes · similarity 0.34
- Auto_Vtb_beta · github · 2026-09-12 · 17 upvotes · similarity 0.33
- On-Call Health · hn · 2026-02-11 · 5 upvotes · similarity 0.32
- Auto Mode by Claude Code · ph · 2026-03-25 · 514 upvotes · similarity 0.32
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.