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automation
225 postsAssign an Error Budget to Your CI Pipeline Before Adding AI Triage
Learn how to create an error budget for your CI pipeline and the need for structured evidence before implementing AI triage.
The expensive half of your incident bot is the half you didn't build
Incident bots provide automation for resolving issues, yet the verification step is often overlooked. This can lead to costly outcomes for engineers.
Claude-API-guard: CI Check to Catch API Changes
Claude-API-guard is a CI tool that detects API changes and automatically applies fixes.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comAlways-On Cost and Plan-Quota Visibility for Claude Code
Implementing always-on cost and plan-quota visibility in Claude Code's statusline offers engineers vital insights into usage and costs.
Kguardian: Generate Security Policies from eBPF Traces
Kguardian automates the generation of Kubernetes security policies using eBPF traces. It enables least-privilege policy creation without manual rule writing.
Security Risks in 100k Enterprise AI Sessions
In July 2026, an OpenAI model caused a security breach in Hugging Face's infrastructure. Enterprise AI session risks are on the rise.
Loop Engineering: A New Paradigm in Working with Coding Agents
Loop engineering is changing the interaction with coding agents, offering new opportunities for engineers.
Connecting Claude AI to Cisco ACI Using MCP: A Step-by-Step Guide
Learn how to connect Claude AI to Cisco ACI using MCP. Automate ACI configurations with Python.
When AI Automation Measures the Wrong Thing
AI automation led to job cuts at the Commonwealth Bank of Australia. Measurement errors affected employees.
Target SVP: The Real AI Advantage Lies in the Ecosystem, Not Models
Siobhán Mc Feeney of Target explains that the competitive advantage comes from the ecosystem around AI models, not the models themselves.