2h ago · 4 min read · Anthropic released Claude Opus 4.8 today, replacing Opus 4.7 as the company's strongest model. The pricing stays the same as Opus 4.7, fast mode runs at 2.5x speed, and fast mode costs are now 3x chea
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3h ago · 5 min read · When I started building an AI product that needed to drive a real UI, I hit a wall that every LLM-wrapper dev hits eventually: the model returns beautiful prose, but my frontend needs structured data.
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11h ago · 9 min read · I wanted to see how easy / difficult it would be to build a SaaS tool. I was also interested in how document formatting can affect LLM performance, both in overall effectiveness and in token efficienc
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1d ago · 8 min read · Most MCP server tutorials show you how to expose three tools to a single client and call it done. That works for a personal agent. It falls apart the moment you put the server behind a real product wh
Join discussion1d ago · 2 min read · Claude Mythos found 10 thousand vulnerabilities. Among them, 6202 were considered high or critical severity, and every time we see more news about Mythos, we find tons of new vulnerabilities at high s
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3d ago · 10 min read · One month ago I started building an open catalog of Claude Code skills. This week it crossed 69,000 indexed SKILL.md files. This post is the engineering story — what I built, what surprised me, and wh
AAdam commented
5d ago · 2 min read · One of the most persistent anti-patterns in enterprise AI development is the "One Model Fits All" approach. Engineering teams often default to routing all queries—from complex logical reasoning to bas
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