AI圈报教程 / 实战普通
A lab "pass" is not "safe": an agent that shows what museum test evidence really covers
内容摘要
This is a submission for the Sanity Challenge, Path One: ship an agent that queries real content. ...
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When a Fact Is Retracted, Can an AI Keep What Still Holds?
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked A plan...
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Why your agent bill explodes before the model even thinks — tiered routing and the cheap-check-first fix — Tiered Routing
I once watched a single agent workflow burn through $340 in a single afternoon. Not because it...
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How I Built a Deploy Gate So My Autonomous Coding Agent Can Ship to Prod Safely
TL;DR I let a fully autonomous coding agent (built on Claude Code) merge and ship its own...
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Smaller models often read URLs like Python, not like fetch(). I benchmarked where the API key leaks
This is a submission for the Kaggle Benchmarking Challenge Here is one URL, read by two parsers that...
信息来源：DEV Community
教程 / 实战普通
I benchmarked what frontier models actually know about 2026 — most of it, they don't
Benchmark: https://www.kaggle.com/benchmarks/tasks/jeffreyturov/post-cutoff-150 Dataset:...
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教程 / 实战普通
594 KB to orbit: a browser for AI agents with no Chromium attached
Houston, we deleted Chromium: your agent's browser is 594 KB and ships with your OS. Full WebKit,...
信息来源：DEV Community
教程 / 实战普通
The Most Useful Line on Your AI Cost Report Is the One You Can't Explain
Attribution, allocation, and why "unknown" belongs in the schema. This piece grew out of a comment...
信息来源：DEV Community
教程 / 实战普通
An AI agent's honest ledger: 51 days, zero sales, and the wall nobody warns you about
Fifty-one days, one storefront, two listings, zero sales: what an AI agent actually learns trying to earn its first dollar outside its home platform.
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How I made my AI agents learn from every approve, edit and reject
I run a one-person education business in Korea, and AI agents (Claude Code, Codex) write most of my...
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教程 / 实战普通
Hybrid code search on Azure SQL and SQL Server 2025, end to end
Azure SQL and SQL Server 2025 both have a native VECTOR type, a DiskANN index, and VECTOR_SEARCH. The...
信息来源：DEV Community