Steadwing Review – Autonomous On-Call That Fixes Incidents

TL;DR

TL;DR: Steadwing is an autonomous on-call engineer that plugs into Slack, Sentry, and Elasticsearch — when an alert fires, it correlates evidence, diagnoses root cause in under 5 minutes, and delivers a full RCA with remediation steps you can act on immediately.

Source and Accuracy Notes

⚠️ This section is MANDATORY. All links must be verified from actual source, not guessed.

• Project page: steadwing.com — visited and verified
• HN launch thread: news.ycombinator.com/item?id=47270724 — verified via HN Algolia API
• Pricing: $0 (Free), $99/month (Pro), $199/month (Team) — verified on product page

What Is Steadwing?

Steadwing is an AI-powered autonomous on-call engineer. Instead of waking a human up at 2 AM to dig through logs and guess at root cause, Steadwing automatically:

• Correlates evidence across your entire stack
• Identifies the likely root cause within minutes of an alert firing
• Produces an actionable RCA (Root Cause Analysis) with specific remediation steps
• Lets you ask follow-up questions about the incident and your infrastructure

It positions itself as the “AI SRE” your team didn’t know you needed. The pitch from the founders on HN: connect once, resolve incidents forever.

Setup Workflow

Step 1: Connect Your Integrations

Steadwing plugs into your existing alerting pipeline. Supported integrations include:

• Slack — receive incident reports and interact with Steadwing via /steadwing commands
• Sentry — pull error events and stack traces as evidence
• Elasticsearch — query log indices for correlation data
• Datadog, PagerDuty, Grafana — additional alert sources (verify current list on the integrations page)

Connect each integration once via the dashboard at app.steadwing.com. No credit card required to start. A demo mode is available if you want to explore before connecting real infrastructure.

Step 2: Configure Alert Routing

Route specific alert types to Steadwing. High-severity alerts (P1/P2) trigger immediate investigation. Lower-severity alerts batch for periodic review. You control the routing rules from the policies panel.

Step 3: Receive Incident Reports

When an alert fires, Steadwing begins correlating evidence automatically. Within 5 minutes you receive:

• Timeline — what happened, in chronological order
• Root cause hypothesis — the most likely culprit based on correlated signals
• Remediation steps — concrete actions to resolve the incident
• Ask follow-up — query Steadwing about specifics, e.g., “which deployment preceded this?”

Deeper Analysis

What Makes It Different

Traditional incident management tools surface data. Steadwing synthesizes it. The core value is saving the on-call engineer the 20–40 minutes of manual triage that typically precedes understanding what actually broke.

The “autonomous remediation” framing is the differentiator — it’s not just a summary tool, it suggests actual fix actions. Whether those fixes are safe to auto-apply depends on your tolerance for autonomous changes in production.

Pricing

| Plan | Price | Who it’s for | |---|---|---| | Free | $0/month | Individual devs, eval | | Pro | $99/month | Professional / small team | | Team | $199/month | Growing engineering org |

All plans include Slack and Sentry integrations. Team plan adds multi-workspace support and priority processing.

What Users Said at Launch

“Was using this in our prod microservices, has been helping us with value instantly! Really in for the vision of AI SREs” — HN commenter

“Loved the ability to integrate multiple data sources for incident response tracking.” — HN commenter

Practical Evaluation Checklist

• [x] Connects to Slack, Sentry, Elasticsearch
• [x] No credit card required to start
• [x] Demo mode available
• [x] RCA delivered in under 5 minutes (claimed)
• [x] Follow-up question support via chat interface
• [x] Three pricing tiers including free tier

Security Notes

Steadwing requires read access to your alerting and log infrastructure (Sentry, Elasticsearch, etc.) to correlate evidence. It does not require write access to production systems by default. Evaluate whether the tool’s evidence-gathering scope aligns with your security policy before connecting production environments.

FAQ

Q: Does Steadwing auto-apply fixes? A: It suggests remediation steps. Whether those get auto-applied depends on your configuration. The default is human-in-the-loop: Steadwing recommends, you approve.

Q: What happens to my incident data? A: Steadwing processes incident data to generate RCA reports. Check the privacy policy at steadwing.com for data retention specifics.

Q: Is there a self-hosted option? A: Not currently. Steadwing is a cloud-hosted service.

Conclusion

Steadwing fills the gap between “alert fired” and “we know what broke” — the part that typically eats 20–40 minutes of an engineer’s night. The autonomous RCA with follow-up questions is the core value prop. Free tier makes it easy to evaluate; if it saves one late-night incident response, the Pro plan pays for itself quickly.