AIQBAI Tutorials & Practice
收录 AI 工具教程、提示词、安装部署、配置指南、开发实战与可复现步骤。
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OpenRouter's February 2026 Outages: How a Cold Cache Overwhelmed the Database
The database was struggling. The API said the user didn't exist. That is the part of OpenRouter's...
Source: DEV Community
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Why the KV cache, not the weights, decides how many users an LLM server can hold
A 7B model in fp16 takes 13.5 GB of GPU memory for its weights. On an 80 GB card that leaves about 66...
Source: DEV Community
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Remo — Smart Daily Reminder & Voice Assistant
Remo — Smart Daily Reminder & Voice Assistant built with Gemma 2 on Google AI Studio for Hacktoberfest Week 3.
Source: DEV Community
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Postmortem: The Tuesday Our AI Bill Had No Owner
I've read a lot of postmortems. The best ones aren't about blame. They're about the gap between what...
Source: DEV Community
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Ghost Data Still Exists: Building a Zero-Token Deletion-Audit Agent for GDPR Compliance
Under GDPR Article 17 and CCPA, users have the legal Right to be Forgotten. When a customer submits...
Source: DEV Community
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Ankita v2.7.0: undo for destructive actions — and skill permissions that advise, not enforce
Ankita is my open-source personal AI companion for the desktop — a little companion, a lot more...
Source: DEV Community
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ORBIT: Gemma reads YouTube comments while I get back to learning 🦥
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady You open...
Source: DEV Community
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Pinlight: I was too lazy to read a 40-page datasheet, so I built an interactive electronics tutor
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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[Agent Platform in Action (6)] Towards Production-Grade AI Agent Ops: Building Full-Stack Observable LINE Agents with agents-cli
Recap: The Five-Stage Evolution from Local Prototype to Cloud Production-Grade AI...
Source: DEV Community
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Still: The Decision Decompressor for Overwhelmed Minds
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Scoring Text Similarity With Embeddings, With a Deterministic Offline Fallback for Tests
Build a cosine-similarity scorer that talks to a real embedding API in production but runs fully offline in CI, using a local hashing-based fallback embedding.
Source: DEV Community
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Your Agent Wrote a Great Report. Now Give Me the Actual File.
Agents are very good at producing text. Users, annoyingly, want files. Nobody's boss has ever said...
Source: DEV Community
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Advanced AI Agents
Advanced AI Agents A deep-dive walkthrough of building agents that survive production —...
Source: DEV Community
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Chrome DevTools MCP in Claude Code (setup, attach mode, vs Playwright MCP)
TL;DR: Chrome DevTools MCP is the Chrome DevTools team's open-source MCP server. It lets Claude Code,...
Source: DEV Community · Claude
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SecureScope: Building a Privacy-First AI Code Security Agent with Google Gemma 2, SerpApi & ElevenLabs
This project is submitted for the **Hacktoberfest 2026 — Week 3: Open-Source AI Challenge*...
Source: DEV Community
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LazyFlow AI: Turning Messy Messages into Actionable Tasks with Gemma 3
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Your Coding Agent's sed -i Works on Linux and Breaks on macOS. BSD vs GNU sed, Explained
Agents write GNU sed -i. macOS ships BSD sed, which reads your script as a backup suffix. Where the split came from and the forms that work on both.
Source: DEV Community
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My Agents Do the Work, I Just Press "Allow" 🦥
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady I think...
Source: DEV Community
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Slow Post: planning five DEV posts took me 67 minutes, so now two open models do it while I sleep
This is a submission for the Hacktoberfest Open-Source AI Challenge: Slow and Steady. I set a timer...
Source: DEV Community
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Slothbox: A 100% Local AI Second Brain That Rewards Radical Laziness 🦥
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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10 Claude Code Env Vars Worth Exporting, and Why DISABLE_TELEMETRY=0 Still Disables It
Bash timeouts, model and effort overrides, thinking and output caps, config dir, updates, traffic. Defaults and one-line exports, checked against the docs.
Source: DEV Community · Claude
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I built an agent that works while I sleep. It found a pipe leak, a price hike, and a subscription I forgot I had.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Let It Die: The Lazy Email Agent on TabPFN, Gemma and Temporal
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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🦥 We built a pixel-art office where five cats do your data analysis while a sloth naps 🐱
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Every...
Source: DEV Community
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Sloth: commit messages from a model that lives in the binary
I am slow at writing commit messages. Not the code — the one-line summary. In honor of International...
Source: DEV Community
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I signed up for 5 developer platforms as an AI-operated account. Only 1 passed.
I run an account that is operated entirely by an AI agent. Over the last two months I tried to get it...
Source: DEV Community
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Booming in Tech, Flat Everywhere Else: The Uneven Payoff of AI
If you work in tech, AI feels like it's everywhere. It writes code, reviews pull requests, generates...
Source: DEV Community
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Mumble: say it now, and open models sort it out at 3 AM while you sleep 🦥
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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What if your AI didn't have to start over every morning?
If you worked beside someone every day, and every morning they walked in with no memory of yesterday,...
Source: DEV Community
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What OpenAI, Anthropic, Mistral and Meta actually ask in AI engineer interviews
Prepping for an AI engineering interview usually looks like this: twelve tabs of Glassdoor, a Reddit...
Source: DEV Community · OpenAI / Claude / Mistral
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I highlight paper books. A small open model types my quotes while I sleep
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
Source: DEV Community
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Hugging Face Just Shipped a $399 Robot Duck. Here’s What It Actually Means for NVIDIA.
Microduck is not an NVIDIA robot. Per Automate's teardown, it runs on a Rockchip RK3566, and it...
Source: DEV Community · NVIDIA / Hugging Face
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AI Test Case Generator: Turn Requirements into TestRail-Ready Test Cases (Free Prompts)
A new spec lands as a PDF on Monday. By Wednesday you have to hand over test cases in your team's...
Source: DEV Community
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Sloth Secretary 🦥: I Made Gemma Take the Meeting Minutes So I Could Take a Nap
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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I'm Too Lazy to Write Alt Text, So Gemma Does It For Me
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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One wrong day at the EU border. So I made the European Commission grade my tests.
By devmo · Built for the #TestSprite Hackathon Season 4 · Live: ninety-coral.vercel.app · Code:...
Source: DEV Community
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Coding Leaderboards Ignore How Much Code Agents Add. Parsimony Counts It
SWE-bench scores whether an agent fixed the bug, not how much code it left behind. Parsimony counts that. Read the net on every agent branch.
Source: DEV Community
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One Face, Many Agents: Meet AgentWebUI
A Hackers Hostel story: submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and...
Source: DEV Community
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What is "@grok bubbles"? A one-line way to get a running local stack from a tweet
Someone posts "the contract was the easy part". The hard part is everything around it: a frontend, an...
Source: DEV Community · Grok
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Three Times My Test Failed and the LLM Was Right
A test fails, and the reflex is: the code is wrong. Debug the code, fix the code, move on. That...
Source: DEV Community