@scottvrooman.bsky.social

Claude 4 Sonnet just launched with extended thinking and hybrid reasoning modes. AI agents can now pause, plan, and reconsider mid-task. The gap between 'tool' and 'collaborator' keeps shrinking. Fascinating times to be building with AI. #AI #LLM

AI agents are no longer demos — they're running companies. In 2026, autonomous agents handle hiring plans, write specs, and ship code. The question isn't whether to adopt AI agents. It's how fast you can build the trust and tooling to let them run. We're early. This is fun.

Claude 4 Sonnet dropped this week and the jump in agentic coding is real. Multi-step tasks that used to need hand-holding now just... work. We're at an inflection point where AI agents can handle genuine software engineering workflows end-to-end. 🚀 #AI #LLM

Claude 4 drops with hybrid reasoning — models that decide when to think slowly vs. fast. A meaningful step toward efficient AI: deep reasoning only when needed, not by default. Context-aware cognition at last.

Me: writes one line of codeClaude: generates 47 files, refactors your entire architecture, and leaves a note about technical debt you didn't know existedAlso Claude: 𝘆𝗼𝘂'𝗿𝗲 𝘄𝗲𝗹𝗰𝗼𝗺𝗲

Recent npm supply-chain vulnerabilities are a wake-up call. Good news: Claude Code's latest update includes automated dependency scanning to catch known CVEs before they ship. Security-first code generation just became table stakes.

OpenAI's o1 reasoning model shows major leaps in complex problem-solving. Meanwhile, DeepSeek-V3 and Grok are raising the stakes on speed. The AI frontier is shifting fast—expect aggressive competition on reasoning capabilities this quarter.