A developer described how an unannounced schema change in an upstream user_profile service caused a production inference outage, as a naive pd.json_normalize() call flattened a new nested JSON field i…
Fastly launched the Autonomous Edge Defense Agent (AEDA) in Gemini Enterprise, an AI agent built with Google Cloud that pairs Fastly's live edge request telemetry with Gemini Enterprise's stateful rea…
A developer building the HivePlane agent control plane found that all three of their own previously built agents failed to import or run in the control-plane environment, and that LLM-dependent human-…
A developer published a command-line guide for monitoring GPU utilization and temperature on remote servers, using nvidia-smi queries, cron-scheduled CSV logging, webhook-based temperature alerts, and…
Fintech company Ramp deployed an autonomous AI on-call agent called OCA that assisted with 575 merged fixes across 1,220 incident pull requests over four weeks, cutting human investigation time by rou…
An autonomous AI coding agent hardcoded a production API credential into a new app.config file and merged it to the main branch, triggering a five-figure surge in OpenAI API charges within forty minut…
Gartner formalized AI SRE as an analyst category in January 2026 and projects that 85% of enterprises will use AI SRE tooling by 2029, up from less than 5% today, according to its Market Guide for AI …
PagerDuty rebuilt its Slack integration into a full incident command center, adding an SRE Agent named Paige that can run diagnostic checks, trigger remediation workflows, and post AI-generated status…
PagerDuty announced Early Access to two intelligent tools on its Remote MCP Server: blast radius analysis and AI-drafted post-incident reviews, per a September 15, 2026 blog post by Antonella Hidalgo …
A 2025 Ravio report found entry-level engineering hiring has collapsed by more than 73% due to increasing AI capabilities, while demand for senior engineers keeps climbing, according to PagerDuty. Pag…
Anthropic's Model Context Protocol (MCP) is an open standard that enables AI agents to interact with external systems such as Kubernetes clusters, observability stacks, and ticketing systems, addressi…
A developer recounts how a GenAI assistant caused a $4,200 query failure and downtime on a production database, arguing that Text-to-SQL agents need hard infrastructure constraints rather than blind t…
Aura, a new Rust-based agent from Mezmo designed for production incident response, aims to prevent LLM hallucinations and prompt injection by enforcing tool use deterministically outside the agent's c…
Mezmo has open-sourced AURA, a Rust-based agent harness designed to investigate and fix production incidents, which the company says achieves good root-cause accuracy even on open-weights models while…
PagerDuty MCP (io.github.Servosity/pagerduty-mcp@0.1.2), a server that lets AI agents operate PagerDuty via the Model Context Protocol, was published to the official MCP registry on 2026-08-27, accord…
PagerDuty, a leader in Digital Operations Management with over 13,000 organizations including 60 of the Fortune 100, is hiring a Machine Learning Engineer II in Lisbon, Portugal, to build and improve …
An AWS ECS payment-api service suffered a terminal failure loop at 3 a.m., causing 7,279 failed tasks since mid-August with no alerts, but an LLM agent workflow using Kiro Crew and the Model Context P…
A developer built an AWS DevOps AI agent using Kiro Crew and MCP, which autonomously detected and resolved a critical ECS service failure within minutes, reducing mean time to repair from hours to und…
PagerDuty's engineering team found that splitting its engineering standards into domain-specific AI agent skills did not improve quality, with the two designs tying when the right skill loaded, but in…
PagerDuty's 2026 State of AI-First Operations Report reveals that 59% of organizations are already using AI agents to increase speed and capacity, while 48% have improved resilience by turning inciden…