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.
Apple’s Core Advanced model packs 20 billion parameters into just 2GB of RAM using a mixture-of-experts architecture. Here’s what it means for businesses thinking about on-device AI.
The Supply Chain Attack Your CI/CD Pipeline Never Saw Coming Consider what happens every time your team ships code. A GitHub Actions workflow fires off and pulls in third-party actions to run tests, scan for vulnerabilities, and deploy your app.
Your AI Agent Shouldn’t Know Your Passwords Most people building AI automation workflows hit the same wall. The agent can research, draft, schedule, and summarize. The moment it needs to log into something, though, it stops cold. You end up
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.
Cloudflare cut the cost of their AI code reviewer from $2.43 to $0.77 per run — a 68% reduction — through prompt caching fixes, smarter model routing, and reduced redundant tool calls.
Anthropic has launched Claude Duet, a proactive AI agent built on Opus 5.5 that monitors your apps, prioritizes tasks, and works in the background while you focus on what matters most.