AI圈报教程 / 实战普通
Lean Agents: Decide What Your Agent Can Reach Before It Runs
内容摘要
Every tool you connect to an agent is two things at once: tokens the model reads on every run, and an...
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Building Sarrera: Self-Hosted Enterprise AI Inference Gateway with RBAC, Token Quotas & Telemetry
How to deploy a private, local AI gateway for engineering teams using LiteLLM, Caddy, Langfuse, and Open WebUI with multi-tier quotas.
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The n8n Architecture Validator: Resolving API Rate Limit Conflicts with Sanity MCP (Path 1)
For the Sanity Challenge, I decided to tackle Path One: Ship an agent that queries real content. As...
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GitHub Issues as the Only Database: Running Coding CLIs Unattended Without a Server
ghswarm treats GitHub labels, Issue bodies and checkboxes as the state machine for orchestrating Claude Code / Codex / Cursor headlessly. No webhook, no FastAPI, no database — and it resumes cleanly after the process dies.
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I Published a Median Model Lifespan. Seven Weeks Later the Same Query Said 219 Days More.
On 2026-08-01 I computed how long an AI model lives, from the day it shows up to the day its vendor...
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教程 / 实战普通
AcademAI — An Open-Source Research Companion Built for My Wife's PAUD Thesis
Helping students find traceable sources, understand their data, and develop research drafts they can review and defend. Powered by an open-source Node.js agent harness, Google Gemini, and SerpApi.
信息来源：DEV Community · Gemini
教程 / 实战普通
nefuOS: A from-scratch OS with a browser, WebGL, and a local LLM — built in one month
One month ago, I saw someone's hobby OS and thought: "I want to build one too." One month later,...
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教程 / 实战普通
The provider that failed was the feature: building a model-agnostic AI arbiter (Kimi K2 · Qwen · EIP-712)
A real failure story from building EscrowLens, a passkey-native escrow protocol on Monad for the...
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I showed 30 AI models 336 monitoring dashboards. Most of them can't tell time.
This is a submission for the Kaggle Benchmarking Challenge Most incidents start with a graph. Not a...
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教程 / 实战普通
20 Hacktoberfest Ideas That Wins You TheWeekend Challenge
I have been doing open-source for 10 years now. From side projects to small and popular libraries...
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教程 / 实战普通
DevOpsDays Vilnius 2026
I was looking for a relaxed, developer-first DevOps event close to Finland, and DevOpsDays Vilnius...
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