Insights on Infrastructure Ownership

How teams move from monitoring to accountability. Thought leadership on the gap between what SaaS tools promise and what actually keeps systems healthy.

Featured Thought Leadership

You Bought the Tool. Who's Running It?

Most monitoring platforms sell you visibility, then leave you alone at 2 AM. The gap isn't in what these tools can do — it's in who owns the outcome.

Atin Agarwal · Jan 24, 2026 · 6 min read

Monitoring & Observability

What Monitoring SaaS Vendors Won't Tell You About Their P...

Your monitoring tool's sticker price is 20-30% of the real cost. Custom metric overages, log retention, and the $150K+ engineer to run it all — her...

Vigil Engineering · Feb 5, 2026 5 min read

Managed Services

Your Startup Doesn't Need a DevOps Hire. Here's What It N...

A DevOps engineer costs $180K+/year, takes 3-6 months to hire, and still leaves you with a single point of failure. For teams under 30 engineers, t...

Atin Agarwal · Feb 2, 2026 5 min read

Outcome Ownership

Alert Fatigue Is a Management Problem, Not a Tooling Problem

Teams receive 2,000+ alerts weekly with only 3% needing action. The fix isn't better alert rules — it's someone accountable for signal vs. noise.

Atin Agarwal · Jan 30, 2026 5 min read

Monitoring & Observability

Why Infrastructure Monitoring Is the Foundation of Reliab...

Move beyond dashboard fatigue to AI-orchestrated monitoring that owns reliability outcomes. Here's why monitoring foundation determines everything ...

Vigil Engineering · Jan 27, 2026 6 min read

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