PagerDuty's 2026 State of AI-First Operations report reveals that major IT incidents cost organizations over $300,000 per hour for 68% of companies, with long-term liabilities including brand damage, …
A new report from Wakefield Research and PagerDuty found that two-thirds of 1,250 surveyed office professionals use AI tools at work without explicit permission, a practice known as shadow AI. The res…
A developer's AI customer service agent suffered a 30% memory leak rate in production after mock tests failed to simulate a Redis `ConnectionError` during a network hiccup, causing the agent to lose a…
A GPU training pipeline at a major AI company breached its SLA despite showing 97% GPU utilization across all monitoring tools (Datadog, Grafana, nvidia-smi). Using eBPF kernel tracing, an SRE identif…
A developer built ReefWatch, a Coral-powered production triage agent that discovers connected tools at runtime, queries them with read-only SQL, and generates incident reports only when the evidence s…
Site reliability engineers face extreme alert volumes, with PagerDuty data showing most incident responders receive over 10 alerts per shift and enterprises seeing more than 2,000 alerts weekly, yet o…
AI does not kill SaaS but eliminates "thin wrapper" software that offers little more than polished UI for simple automations, according to a developer's analysis. The shift toward vibe-coding raises t…
The article describes the development of a local AI-powered SOC analyst that runs on an M1 MacBook Pro, designed to assist with daily security operations by triaging and analyzing alerts from existing…
PagerDuty has built a Model Context Protocol (MCP) system to reduce context switching for engineers during production incidents, where developers typically jump between 5 to 10 different tools to unde…
YC has promoted Jon Xu and Andrew Miklas, both founders from its Summer 2010 batch, from visiting partners to full-time General Partners. In their new roles, they will take on greater responsibility i…