Making Ideas To Impact
I’ve been using Antigravity daily for a few months now. At first, I treated it like a generic AI coding assistant — one chat, one personality, ask it everything. It worked, but the output was inconsistent. Sometimes brilliant, sometimes completely missing context. Then I discovered you can configure specialized personas — dedicated agents with their … Read more
I use Claude Code and Antigravity almost every day. Most of the time they’re great — they scaffold components, write boilerplate, spot bugs I missed. But sometimes? They generate absolute garbage. Functions that call methods that don’t exist. Import statements for packages I never installed. React patterns in my Angular codebase. The kind of code … Read more
Weekly Tech Roundup: May 18–25 — Agentic AI Goes Mainstream 🤖 AI – Google Gemini 3.5 Flash and Omni Launch at I/O 2026 — Google used its I/O 2026 keynote to ship two significant AI releases: Gemini 3.5 Flash, an agent-optimized model that beats the flagship Gemini 3.5 Pro on coding benchmarks while running four … Read more
Build an AIoT Predictive Line: Pharma Factory Digital Twin Guide Paperless manufacturing was phase one. Predictive is phase two — and most pharma factories haven’t started the transition. At AUTOMA+ 2026, the conversation shifted from “digitize your records” to “connect every sensor, build a digital twin, and let AI flag deviations before they become batch … Read more
Audit CI/CD for Megalodon-Style Supply Chain Attacks 5,561 repositories. 5,718 malicious commits. Six hours. That’s the damage report from Megalodon, the latest automated supply chain attack to weaponize GitHub Actions workflows at industrial scale. If your team merges PRs from external contributors without deep CI/CD hygiene, you’re rolling the dice every single day. The playbook … Read more
Secure AI Agents with Microsoft RAMPART & Clarity The AI agent revolution just hit a security reality check. Every week, another team ships an agent that can read email, query databases, and push code — yet most of these agents run with the security posture of a 2015 cron job. Microsoft’s newly open-sourced RAMPART and … Read more