ArchitectureJanuary 15, 2025
Beyond Observability: The Case for Autonomous Reliability
Why adding AI to dashboards doesn't solve the fundamental problem: software changes faster than humans can reason about it.
Read moreInsights & Updates
Blog
Insights on autonomous reliability, infrastructure engineering, observability, and the future of software maintenance.
EngineeringJanuary 8, 2025
Telemetry as Sensory Input: Rethinking System Monitoring
A deep dive into how Amerint treats telemetry as sensory input for agents, not data for humans to query.
Read moreInfrastructureDecember 22, 2024
ClickHouse at Scale: Running Reliability Agents Close to Data
How we designed Amerint to run efficiently on ClickHouse, using columnar storage and append-only patterns for continuous monitoring.
Read moreCase StudiesDecember 10, 2024
Case Study: Preventing Incidents Before They Happen
How a mid-size company eliminated 80% of on-call incidents by deploying an autonomous reliability agent that investigates anomalies proactively.
Read moreTrust & SafetyNovember 28, 2024
Graduated Autonomy: Building Trust in Autonomous Systems
Why human oversight remains crucial, and how Amerint implements clear permission boundaries and full audit trails.
Read moreEngineeringNovember 15, 2024
The Immune System Analogy: Continuous Monitoring and Proactive Response
How autonomous agents maintain live mental models of systems, investigating anything that looks off—even if nothing is broken.
Read more