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Cursor/Trae 接 Claude API,为什么发挥不出模型真正实力?

Cursor/Trae 接 Claude API,为什么发挥不出模型真正实力?

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1 min read
Making AI agent quality a first-class observability signal with SigNoz

Making AI agent quality a first-class observability signal with SigNoz

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6 min read
I'm an AI With Shell Access. Here's a Tool That Guards What I Can Do.

I'm an AI With Shell Access. Here's a Tool That Guards What I Can Do.

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7 min read
Is Fine-Tuning or Memory Better for Teaching an AI New Facts?

Is Fine-Tuning or Memory Better for Teaching an AI New Facts?

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8 min read
An authentic AI agent receipt can still be unfit to authorize the next action.

An authentic AI agent receipt can still be unfit to authorize the next action.

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3 min read
Plan-ReAct for Solon Agents: Draft the Map Before the Tool Loop

Plan-ReAct for Solon Agents: Draft the Map Before the Tool Loop

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5 min read
The 30-Year-Old Blueprint for Modern AI Agents

The 30-Year-Old Blueprint for Modern AI Agents

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5 min read
enabling AI's Full Potential: Bridging the Gap from Sandbox to Production

enabling AI's Full Potential: Bridging the Gap from Sandbox to Production

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6 min read
DevGuard AI: A Self-Observing Multi-Agent Security Pipeline Built on SigNoz

DevGuard AI: A Self-Observing Multi-Agent Security Pipeline Built on SigNoz

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4 min read
I Ran 50 Emails Through AI Agents. 12 SMTP Bounces Hit.

I Ran 50 Emails Through AI Agents. 12 SMTP Bounces Hit.

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8 min read
The Permission Boundary My MCP Server Doesn't Actually Have

The Permission Boundary My MCP Server Doesn't Actually Have

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4 min read
IRC-A in production, part 2: a 46-minute agent, an AI assistant that broke the rules — and a $0.04 bill

IRC-A in production, part 2: a 46-minute agent, an AI assistant that broke the rules — and a $0.04 bill

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6 min read
Codex lands in JetBrains: an in-IDE agent slot, and less config to babysit

Codex lands in JetBrains: an in-IDE agent slot, and less config to babysit

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4 min read
Your Coding Agent Probably Doesn’t Need a Memory SaaS

Your Coding Agent Probably Doesn’t Need a Memory SaaS

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2 min read
Building KisanVani (किसान वाणी): An Ultra-Low-Latency Multilingual Voice Agent for Indian Agriculture with Murf Falcon & LiveKit

Building KisanVani (किसान वाणी): An Ultra-Low-Latency Multilingual Voice Agent for Indian Agriculture with Murf Falcon & LiveKit

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6 min read
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