AI圈报教程 / 实战普通
PriceCraft AI: The 20-Minute eBay Listing, Cut Down to One Click
内容摘要
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
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Build without limits - SDLC Briefing, #2
Hi! I am Ricardo Sueiras, leading SDLC transformation at Indicium AI. That means I get to work with...
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LLM API Spending Limits: Why 20 Agents Under Budget Still Blow the Cap (with Python Fix)
Budget alerts report the overrun after the money is gone. Here's a pre-flight, atomic budget cap for OpenAI and Anthropic clients that you can copy and paste.
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LLM Budget Caps That Hold Under Concurrency: Why 20 Agents "Under Budget" Still Blow the Bill
Each of your 20 agents checked the budget and passed, and together they still overspent. Here's a thread-safe pre-flight cap in Python, plus what alerts miss.
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A Refusal Contract for Free Coding Agents
A free coding agent fails in a predictable direction: it says yes. Ask for a one-line fix and the...
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I put a logging proxy in front of an LLM client: here's what it emitted
A viral rant says run your own LLM proxy; the HN thread asks how. Here is the runnable answer — one file, no API key — and the verbatim capture: the machine inventory your client volunteers, the retry your app never mentions, and the conve…
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One Command per Kind of Task: Model and Effort Presets for Claude Code and Codex
chore, feature, deep: three model and effort presets for Claude Code and Codex, plus the two settings that quietly override them.
信息来源：DEV Community · Claude
教程 / 实战普通
I gave AI agents a harm budget instead of trust and ran 19 experiments
I run Xonta, a small marketplace where developers list AI agents with a description and a price....
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Free AI for my Chrome extension's users, with no API key and no surprise bill
My tab extension now names tab groups with AI for everyone: Chrome's built-in model when there is one, otherwise a tiny shared Cloudflare Worker on a free tier that stops instead of billing me.
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Last week in Agent Security Update 2: Zam-mad Max
This week I've been struggling with some kind of illness. My throat was dry and I couldn't breathe on...
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Your Hindi support bot said "done". Did it cancel the right order?
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Watch the...
信息来源：DEV Community