AI圈报教程 / 实战普通
I built a zero-backend, browser-only alternative to Open WebUI and heavy LLM stacks
内容摘要
Most open-source LLM chat interfaces follow the exact same blueprint: a heavy Python or Node.js...
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教程 / 实战普通
IA generativa gera. IA agentic age
O modelo escreveu um texto. Ou o harness deixou ele chamar ferramenta. O histórico diagnostica. O logo não.
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LangGraph versus LangChain. A conta é cadeia, grafo ou harness
Eu ia escolher um logo. Precisava saber se o fluxo é uma cadeia, um grafo com estado, ou o desk.
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I Built a PR Inbox for My Phone So I Stop Being the Bottleneck
I was the bottleneck on every PR. So I built a phone inbox: AI explains each diff, I swipe right to approve. $0 stack.
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教程 / 实战普通
How I built a semantic layer over Brazil’s official economic data, and why the hardest part wasn’t the API
Brazil has a huge amount of high-quality official economic data. The problem is that using it...
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教程 / 实战普通
A Screenshot Is Not an Agent Failure Artifact
A screenshot of an execution tree looks useful in a pull request. It is also missing almost...
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BPE-Style Tokenizers: The Small Algorithm That Decides What an LLM Can See
Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...
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教程 / 实战普通
Spec Driven Development Kit w/HexaLayered Architecture
Something has bothered me ever since I wrote HexaLayered Architecture. The documentation was good,...
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教程 / 实战普通
The Serverless Supercomputer: Generating 1 Million AI Briefings for $48
Here is a math problem that is currently destroying the margins of B2C AI startups. You have a...
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I don't open a video editor any more. I ask Claude instead.
I always wanted to make content. What stopped me was never the ideas — it was the four hours in a...
信息来源：DEV Community · Claude
教程 / 实战普通
4,768 LLM Runs, Zero Lost Sweeps: Hardening a Field-Test Runner for Timeouts, Hangs, and Cost
Update — v0.3.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...
信息来源：DEV Community