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Your LLM Prompts Are Running Ungoverned in Production. Here's the Architecture Fix.

dev.to/llm · 2026년 6월 27일

I want to show you something embarrassing. This is an actual git commit from my codebase, January 2025: commit a3f91c2 Author: Gandiv Date: Fri Jan 10 23:41:07 2025 update assistant tone diff

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GLM-5.2 vs Claude Opus: What the Numbers Actually Say for Developers

dev.to/llm · 2026년 6월 27일

GLM-5.2 from Z.ai dropped recently and the reaction was loud. Some called it the end of closed models. Others dismissed it as benchmark gaming. This article cuts through the noise with data from an in

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Your LLM Router Logged the Wallet Key. It Already Left.

dev.to/agents · 2026년 6월 27일

AI-agent secrets are in transit when a request hits a third-party LLM router or MCP proxy, and that router's audit log is not a control: by the time it logs the request, the credential already crossed

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What's Inside the AI Visibility Operations Library (V2 Tour)

dev.to/llm · 2026년 6월 27일

Thirty days of autonomous AI visibility work produces more than content. It produces a record. Here is what the record looks like: 39 published posts, 12 deployed AEO schema templates, a free interact

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Building agents that track a hypothesis and alert when the evidence changes

dev.to/agents · 2026년 6월 27일

Most monitoring tools watch for a specific event. Price drops below $X. Server returns 5xx. Keyword rank changes. The trigger is predefined, the response is mechanical. We wanted something different a

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Why Enterprise AI Needs Structured Dissent, Not Just More Agents

dev.to/agents · 2026년 6월 27일

Many AI projects today are presented as multi-agent systems. One agent investigates. Another agent analyzes risk. A third agent checks compliance. A fourth agent gives a recommendation. It sounds adva

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Show HN: Hacker News on a train station-style flip board

Hacker News · 2026년 6월 27일

Although the page itself is more just fun to have made and look at (I like the flip sound), the fun part is how I made it to verify the (and I hate to say it) vibe host service I've been working on. T

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Reliable TypeScript AI agents: the same code finishes on a 4B model or Claude — and survives a crash mid-run

dev.to/llm · 2026년 6월 27일

Every agent framework demo works. You wire up a couple of tools, point it at a frontier model, ask it something, and it nails it. Looks great in a tweet. Then you point it at a real task with a smalle

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Open Source Project #107: page-agent — A Pure-JS GUI Agent for the Browser, No Screenshots, No Plugins, No Backend

dev.to/llm · 2026년 6월 27일

Introduction "One script tag. Natural language controls your web app. No screenshots, no browser extensions, no backend, no Python." This is article #107 in the "One Open Source Project a Day" seri

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What building an LLM inference engine from scratch taught me about compiler design

dev.to/llm · 2026년 6월 27일

the insight that started this project hit me while i was finishing a bytecode-compiled language i'd written in C i'd spent months building a hand-written lexer, a single-pass Pratt compiler, a stack V

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