Claude Code's Hidden Multi-Agent System
Anthropic built a full multi-agent orchestration system into Claude Code. It's feature-flagged off. The community found it anyway.
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Opus 4.6: The Vibe Working Inflection
Anthropic's latest model didn't just improve benchmarks. It crashed software stocks, found 500 zero-days, and coined a term that tells you where this is heading.
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Ralph Wiggum: Autonomous Loops for Claude Code
The official Claude Code plugin that lets agents work autonomously for hours. When to use it, when not to, and the philosophy behind letting AI fail repeatedly until it succeeds.
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The Silicon Race
OpenAI just shipped their first model on non-Nvidia hardware. GPT-5.3-Codex-Spark runs on Cerebras wafer-scale silicon at 1,000 tokens per second. The AI coding war is now a chip war.
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All the Liability, None of the Protection
AI coding tools create a legal paradox: the code you ship likely can't be copyrighted, but it might infringe someone else's. All the liability, none of the protection.
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The Safety Team Left. We're Still Shipping.
Anthropic's safety lead quit saying the world is in peril. Half of xAI's founders are gone. OpenAI dissolved two safety teams. Here's what that looks like from the other side of the API.
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Stop Designing in Pixels
Tokens are nouns. Patterns are verbs. The missing layer is grammar: a shared vocabulary that spans Figma, web, and native without breaking when someone ships a 'small' change.
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The Quiet Features That Shipped With Opus 4.6
Auto memory, fast mode, and agent team refinements all shipped in the same week as Opus 4.6. They tell you more about where Claude Code is heading than the headline model.
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Agents Can't Do Design Systems
AI agents excel at code generation but struggle with visual consistency. Pencil.dev shows a better pattern: give agents tools, keep humans in the design loop.
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GPT-5.3-Codex: The Counter-Punch
GPT-5.3-Codex is a genuinely strong model that deserved its own headline. Instead, Sam Altman's 400-word Super Bowl rant stole launch day from his own product.
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Agent Teams: The Switch Got Flipped
Two weeks ago we found TeammateTool hiding in Claude Code's binary. Now it's official. Here's what changed, what didn't, and what the docs reveal about where multi-agent is heading.
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When AI Isn't Fit for Purpose: Lessons from Salesforce's Agentforce Pivot
Salesforce quietly walked back autonomous AI agents to deterministic scripting. The pattern reveals when LLMs work - and when they don't.
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Playground: When Text Prompting Isn't Enough
Claude Code's playground plugin generates interactive HTML explorers for visual configuration. Four modes for design, data, concepts, and document review. The copy-prompt-back loop as a new interaction pattern.
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10 Tips from Inside the Claude Code Team
Boris Cherny followed up his personal workflow with tips from across the team. Same tool, different people, different approaches. The patterns worth stealing.
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Your Lobster Is Leaking
OpenClaw went from 0 to 111K GitHub stars in two months. It also went from 0 to hundreds of exposed instances with full credentials in Shodan. The security story nobody wants to hear.
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