AI圈报教程 / 实战普通
How do you stop an LLM from leaking API keys in the code it writes? Default to secret
内容摘要
On July 22 I typed a one-line prompt on a test app: a widget built on a well-known REST API, the kind...
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My most important test had never failed — because what it proved was 1 = 1
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An embedding is a lookup table, and everything else is how you fill it
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Claude Code now supports AGENTS.md Natively - Here's how it actually works
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TypeSafe’s JEV Model: Is It Really 193x Faster and 444x Cheaper?
TypeSafe launched Jev on September 15 and it reached OpenRouter three days later. Since then nearly...
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I Built an AI Agent That Does X — Here's What Actually Broke
Most posts about AI agents show you the demo. The demo always works. Nobody writes about the part...
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I Cut 2,490 Agent Test Runs to 206 and Kept the Same Coverage
The full matrix was 83 agents × 30 scenarios = 2,490 runs. Each one a real LLM call, 30–80 seconds....
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Memory, not speed, is the hard part of running an LLM on a phone
I ship an Android app (Onira) that generates a personalized hypnosis/relaxation script on-device with...
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SIMURG: A Guard That Catches LLM Hallucinations Mid-Stream and Heals Them
Your LLM looks fine in the demo. Then it ships. Somewhere between "it works on my machine" and "a...
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