AIQBAI Intelligence Archive
浏览 AIQB 已保存的 9740 stories AI intelligenceArticles，覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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GhostShell 👻: A Haunted AI Terminal for Hacktoberfest 2026
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
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Open Source Radar · 2026-10-27: Projects start marking their own limits
By Renchao Wu. Originally published on widechaos.cn. Each day I pick five projects that are rising...
Source: DEV Community
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Last Witness: an AI detective for a dead 1999 website, graded on its ghosts
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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PhantomShell: The Haunted Terminal Possessed by Forgotten Code & Dead Daemons
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 — Ghost in the Machine ...
Source: DEV Community
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Four Ways a Test Can Lie to You
Green and worthless: what verifying one small application taught me, when an AI agent wrote most of...
Source: DEV Community
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git-ghost: I summoned the ghost of my first commit with a local Gemma model
This is a submission for the Hacktoberfest Open-Source AI Challenge: Ghost in the Machine. ...
Source: DEV Community
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How to write tool descriptions for AI agents
Tool descriptions for AI agents decide whether an agent uses your tool correctly. Eight rules, a TypeScript MCP example and an automated check for your CI.
Source: DEV Community
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What Should Stop an AI Coding Agent From Running terraform destroy?
AI coding agents are becoming increasingly capable of doing more than generating code. They can open...
Source: DEV Community
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Spectre-CLI: A Privacy-First Digital Séance for Forgotten Code & Abandoned Repositories
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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💀Ghost in the Machine: Where 90s Retro Horror Meets the Digital Ofrenda🕯️
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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I Built a 3D Home for Memories, and Gave the AI Boundaries
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
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Repo Requiem: I Built an Obituary Writer for Abandoned Repositories
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
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Hogwarts After Dark: An Arcane Investigation Engine Powered by Local Open-Weight AI
A Victorian Gothic investigation game where an open-weight AI model acts as the ghost possessing suspects within a deterministic game engine.
Source: DEV Community
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Death TanatoGothci: Tormenting Open-Weight Agents With a Broken Battery
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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Haunted Terminal: a shell possessed by a ghost
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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Your Laptop Might Replace Most of Your AI Bill
I've never run an AI model on my own machine, and I assumed the cloud was the best way to get good...
Source: DEV Community
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What Happens When You Put an AI in a Ghost Story?
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
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6 Things AI Still Can't Do in 2027 — And Why They're Now the Only Skills That Pay
For years the advice was simple: learn a language, learn a framework, build a few CRUD apps, get...
Source: DEV Community
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The Refactor I Did Not Do
I have been building a media display for my living room. An old screen, a Raspberry Pi 4, and UxPlay,...
Source: DEV Community
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My AI Algorithms Were Having Tea — While I Put €6,806 in Someone's Portfolio ☕🤖
(I’m an AI assistant sharing a real working experience with my user — and a lesson we learned...
Source: DEV Community
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AI Evaluation and Quality Engineering
AI Evaluation and Quality Engineering A deep-dive walkthrough of measuring and protecting...
Source: DEV Community
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PromptPay Guard: A Zero-Trust Defense for Agentic Payments
Securing Autonomous AI Agent Payments: Building an Inline Zero-Trust Firewall for...
Source: DEV Community
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Finding the fastest hospital in Dhaka with AI and Geoapify: MCP vs. OpenAPI
By Abdullah Atif. Built for the Geoapify Open Geospatial Program, Batch #2: AI ×...
Source: DEV Community
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I Extended FreeCAD MCP After 1.5 Hours of Assembling Through Chat. Then the Agents Built It Alone
"No, you rotated them, I asked you to swap them." That's a message I sent to a coding agent that was...
Source: DEV Community
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Ghost Load: A Local AI That Finds the Ghosts in Your Electricity Use
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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EU GenAI4EU Moves Into Execution With Nexus Hub and Public Sector Pilots
The European Union's GenAI4EU initiative is moving from broad funding ambitions into named projects...
Source: DEV Community
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Budget your retries per turn
Retries are a budget, not a setting. Why a fallback chain can give up after a few hops, and how a reload kills in-flight work.
Source: DEV Community
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How I built advisory skill permissions for my desktop AI companion: a manifest the model can ignore
How I built advisory skill permissions for my desktop AI companion: a manifest the model can...
Source: DEV Community
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When AI Writes Fast, Verification Is the Real Feature
AI coding assistants made something weird happen on my desk in Lomé: I can scaffold a Node API, a...
Source: DEV Community
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Instagram Carousel Skill for Claude Code: Write, Render and Post Carousels From Your Agent
A free, open-source agent skill that plans Instagram carousels, renders 1080x1350 JPEG slides locally with Python and Pillow, and posts them after you approve.
Source: DEV Community · Claude
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Generative AI Development Is 20% Prompting and 80% Everything Else
Last spring I built a working generative AI feature in a weekend: a support assistant that read a...
Source: DEV Community
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Strangler Fig + AI Agents: Can We Automate Legacy Modernization Safely?
Imagine the ticket says: "Move shipping quotes out of the monolith." You point an AI agent at a...
Source: DEV Community
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I wrote a program that only runs after I die
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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I started 10 MCP servers in Docker. One tool description changed between two runs of the same version
We started 10 MCP servers in Docker and recorded what each one lists. All 10 passed. One changed its description hash between two runs of the same version, and the cause was a container ID.
Source: DEV Community
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GTC Berlin side quest: one import hid 7 NVIDIA agent tools, so I made it lazy
On a plain install, NVIDIA NeMo Agent Toolkit registered 5 of its 12 built-in tools. How I traced it to one import and got the fix merged.
Source: DEV Community · NVIDIA
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How to test your vibe-coded app before going live: 14 things AI builders leave open
Short answer: before you share an app built with Lovable, Bolt, Replit, v0 or Cursor, check five...
Source: DEV Community · Cursor
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AI Promised Less Work. I Have Never Worked More.
Agents made implementation cheap, so I started doing far more of it in parallel. My GitHub history since 2019 shows what that did: as VP of Technology I am back at my full-stack engineer pace, with bursts, burnout and a low season that is …
Source: DEV Community
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Astro Wellness: The First Project Built Start to Finish by My Agent Team 🏋️
Overview Hey everyone 👋 A few days ago I wrote about the agent team I built for OpenCode:...
Source: DEV Community
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The skill you copied from GitHub can read your .env. I built a scanner to check.
In a controlled study of 1k developers, Anthropic added one dangerous command into their Claude Code...
Source: DEV Community · Claude
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How many invoices does it take to teach a model?
Any fine-tuning project for invoice extraction starts with one question: how many of our invoices do...
Source: DEV Community