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Waiting Is Not a Tool Call: Making an MCP Server's Shell Event-Driven

BACKGROUND
1 SIGNALFIRST DETECTED 2 September 2026
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How the story developed
Other feeds and industry voices
19 Oct
48-Hour Field Notes: Every Restart Restarted My Batch Job, So I Added Leases

<p>Two days into a batch classification run, I opened the log and saw line one again. Not a continuation of line one — the same line one, with a new timestamp and a new process

REPORT · HOW · Dev.toOPEN STORY
5 Oct
When Offloading Stalls Inference: Queue Capacity, CUDA Event Ownership, and Misleading Health Checks

<p>An inference server stopped generating tokens while more than 200 GiB of host memory remained available. Its health endpoint kept returning HTTP 200. The first visible

REPORT · WHEN · Dev.toOPEN STORY
28 May
An MCP server can vanish from your AI agent mid-conversation. Here's the 30-second timeout that did it to me.

<p>The bug report was: "the browser tools are gone."</p> <p>I'd been running the same Claude Code session for an hour, calling <code>safari_navigate</code>,

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7 May
What MCP Solves and What It Deliberately Does Not.

<p>MCP is one of the most thoughtfully scoped technical standards to come out of the AI ecosystem. That scope is intentional. Understanding exactly where MCP stops is the

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4 Oct
Qwen3.8 27B | 1 x R9700: 262K context, half a million tokens of reusable cache, ~180 tok/s. And yes, let's talk about the "3-bit" :)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wxfdt9/qwen38_27b_1_x_r9700_262k_context_half_a_million/"> <img alt="Qwen3.8 27B | 1 x R9700: 262K context,

OPINION · WHAT · LocalLLaMAOPEN STORY
15 Apr
Your MCP Server Is Probably Vulnerable

<p>In January and February 2026, security researchers filed <a href="https://www.heyuan110.com/posts/ai/2026-03-10-mcp-security-2026/" rel="noopener noreferrer">30 CVEs against

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28 Aug
Your .mcp.json probably has a live API key in it

<p>Nearly every guide to setting up an MCP server tells you to do this:<br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight json"><code><span

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2 May
3 MCP server failure modes that bit us in production, and how we ship around them

<p>MCP feels easy until it isn't. The first time you wire up a stdio server and call a tool from a Claude Agent SDK loop, the whole thing fits on a slide. Then you put it in front

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