Web Application Development & Coaching
CVE-2026-111497, nicknamed Broccoli2Shell, is a critical remote code execution flaw in the Brotli decompression library. It affects Node.js, Bun, Envoy Proxy, and Istio — and Wiz data shows 91% of cloud environments have vulnerable resources.
Engineers at Radar tested AI agents diagnosing Kubernetes faults with and without context. With runbooks and architecture docs, accuracy jumped from 60% to 86%. The limiting factor is not the model.
Most AI automation workflows hand credentials directly to the agent. 1Password for Agents changes that with a brokered access model that keeps passwords completely hidden from the AI.
GitHub Actions workflow lockfiles are now in public preview. They pin every action to a specific commit so a compromised upstream tag cannot silently change what runs in your pipeline.
1Password just launched a platform that lets AI agents authenticate to websites without ever seeing your actual passwords. Here is why that matters for businesses deploying AI automation.
If your development team uses TypeScript, they have felt the wait. Large codebases take seconds to type-check. Every added module stretches those seconds a little further. It is background friction that adds up across hundreds of developer-hours over the course
Most AI conversations happen at a scale you never see. While you ask a chatbot a question or run a document through an AI tool, something has to generate every word of the response. That something is called inference. It
The prevailing assumption in AI adoption has been that bigger, smarter, general-purpose models are always the right answer. Datadog just put a dent in that assumption. This week, Datadog introduced Scout 1.0, an AI model trained specifically to investigate production
Anthropic published internal research this week that is hard to dismiss. Their own data shows entry-level technical hires dropping from 27% of all technical hires to just 9% since early 2025. That is not noise. That is a real structural
If your deployment pipeline calls an external service, there is a good chance it does so using an API key stored somewhere in your infrastructure. A text string. Created once, copied into a config file, and then mostly forgotten until