AI圈报教程 / 实战普通
OfferLens: A Privacy-First Job Offer Reality Checker for Candidates
内容摘要
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built Site...
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A Sanity Check for AI-Generated Cyber Attack Reconstructions
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
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The Developer Triangle: DSA, AI, and the Skill That Actually Gets You Hired (as a Beginner)
If you're just starting out as a developer, you've probably noticed that everyone's advice...
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教程 / 实战普通
Tala: Free Audio-to-Text for My Designer Friend (No Signup, No Credit Card)
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...
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Homelab census: 41 containers, one 6 GB GPU, and where my AI agents run
A homelab census of 41 Docker and 9 LXC containers, and how one 6 GB GPU decides which AI agents run on local Ollama, OpenRouter or a subscription.
信息来源：DEV Community · Ollama
教程 / 实战普通
AI Agent Cost per Month: The Token Maths, Worked Out
AI agent cost per month, worked out: a reproducible token formula, a small-business support example, and current prices from Anthropic, OpenAI and Google.
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Fine Print: an agent that knows when the FAQ and the Official Rules disagree
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源：DEV Community
教程 / 实战普通
API deprecation for AI models: what breaks when a model is retired
API deprecation for AI models: how OpenAI and Anthropic retire models, the notice you get, what breaks in your code, and why only open weights survive.
信息来源：DEV Community · OpenAI / Claude
教程 / 实战普通
I got tired of tedious dataset curation, so I built REDDIZ — an open-source vision training workstation
Over the past few months, I've spent an unhealthy amount of time fine-tuning Flux and SDXL LoRAs and...
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Why "I Searched and Found the Opposite" Was a Methodologically Broken Claim
This week I ran a small experiment: search for evidence that people want confirmation before an AI...
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Sizing a sovereign, air-gapped AI stack for oil and gas health, safety and environment (HSE) in Pakistan
GPU memory arithmetic, model licences and a three-year cost comparison for an on-premises HSE platform that never sends data out of Pakistan.
信息来源：DEV Community