AI圈报教程 / 实战普通
A Drift Detector That Cries Wolf Is Worse Than No Detector
内容摘要
My drift detector quarantined a healthy agent. The agent hadn't gotten worse — the benchmark had...
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教程 / 实战普通
Polling Long-Running AI Jobs on Mobile Web: Retries, Backoff, and the visibilitychange Trick
Most AI features I've shipped have the same shape: the user uploads something, the server kicks off a...
信息来源：DEV Community
教程 / 实战普通
Your First Agent as a Service: Deploying a Support Agent on AgentCore
Bedrock AgentCore tutorial: deploy a support agent on AgentCore Runtime in us-east-1, invoke it, read the execute_tool span in X-Ray,...
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How to Pass the CCAR-F Exam: 13 Wrong-Answer Patterns I Found Building 360 Practice Questions
A practical guide to the Claude Certified Architect – Foundations exam: the format, the five domains,...
信息来源：DEV Community · Claude
教程 / 实战普通
One Claude Code session ran 15 subagents under our 10-subagent rule. After a PreToolUse hook, 676 launches peaked at 10
For eight weeks our limit of 10 concurrent Claude Code subagents was a sentence in CLAUDE.md, and...
信息来源：DEV Community · Claude
教程 / 实战普通
Codex Swapped Its Default Model and Retired GPT-5.5 in 15 Days. Did Your Evals Notice?
Codex made GPT-6.1 Sol its default on Sep 29 and dropped GPT-5.5 for ChatGPT sign-ins on Oct 14. Pin your agent's model and log it with every result.
信息来源：DEV Community · ChatGPT / GPT
教程 / 实战普通
I built an AI voice chat app with custom characters — here's the stack and everything that broke
I built an AI voice chat app with cloned voices, 24+ languages and three TTS tiers. Here's the whole stack, plus the GPU bug that took me three days.
信息来源：DEV Community
教程 / 实战普通
Project Gleipnir
Gleipnir: confining AI coding agents on a home Linux workstation A home-lab writeup by...
信息来源：DEV Community
教程 / 实战普通
'Kal' means yesterday and tomorrow. I built home bakers a WhatsApp order sheet that never guesses which.
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 2 (Side Hustle). In Hindi,...
信息来源：DEV Community
教程 / 实战普通
npm ci, pnpm, Symlink or APFS Clone: Time 5 Ways to Fill a Worktree's node_modules
A new git worktree has no node_modules. One script times npm ci, a warm cache, pnpm, a symlink and a copy-on-write clone, and shows what each breaks.
信息来源：DEV Community
教程 / 实战普通
225 billion Claude Code tokens in 30 days, and the subagents that never named a model
My busiest 30 days with Claude Code: 225.1 billion tokens, 97.9% of them cache reads, 1,029 merged pull requests, and subagents that defaulted to Opus.
信息来源：DEV Community · Claude