AI 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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CutGeek: running background removal locally with ONNX Runtime and SkiaSharp
Hi DEV! The online background removers all follow the same script. Free preview at 500 pixels, full...
Source: DEV Community
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Building AI Agents with Spring AI — Tool Calling, Memory, and Autonomous Workflows
Building AI Agents with Spring AI — Tool Calling, Memory, and Autonomous Workflows Large...
Source: DEV Community
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Why You Still Need to Know Fallback Strategies When AI Writes Your Code
Say you ask an AI assistant to build a settings page that pulls user preferences from an API. Odds...
Source: DEV Community
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We used the foundation of Claude's harness on 3 other models. They all refused to become the same agent. Heres Codex
Give a system one character: . Enter fullscreen mode Exit fullscreen mode ...
Source: DEV Community · Claude
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I built The Repair Line: turning small repairs into shared relief
This is a submission for Weekend Challenge: Generosity Edition What I Built I built The...
Source: DEV Community
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Prompt-Me Skill
Reversing the flow TLDR: This described an agentic skill that helps me write texts....
Source: DEV Community
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Your AI Agent Works. Now Try Breaking It.
A practical engineering guide to testing AI agents before real users, real data, and real permissions...
Source: DEV Community
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My MCP integration got rejected. Almost nothing in the server had to change.
In July I set out to add our MCP server to the ChatGPT app directory. The server was already live,...
Source: DEV Community · ChatGPT
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Copilot Studio and the 5 Different Agent Builders
We all know Microsoft has been moving at full speed when it comes to AI and agents, and with pace...
Source: DEV Community
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Rate vs Volume Attribution: $40.80 Disputed, or $0.00
Rate vs volume attribution: a 30-day export shows $40.80 of a $54.50 delta disputed at two snapshots, $0.00 at daily width. Offline gate, real exit codes.
Source: DEV Community
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COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.
📅 First, the complete timeline Date EXP Aug 19 01, 02, 03 Genesis: symbolic filter, statistical...
Source: DEV Community
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At What Point Do You Stop Trusting Your Own Product Intuition?
There’s a weird problem that comes with building software: The more time you spend with an idea, the...
Source: DEV Community
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Built a local pre-processing plugin for Claude Code after research & measuring real metrics (3,500+ tests, v1.22.1) — Looking for feedback & ideas
Hi everyone, I wanted to share a project I’ve been developing for my own workflow with Claude Code,...
Source: DEV Community · Claude
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The grant money already exists. My AI kept inventing foundations to spend it on
This is a submission for Weekend Challenge: Generosity Edition What I Built The money...
Source: DEV Community
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You Can Generate Faster Than You Can Read
The bottleneck moved. For years the slow part was typing. Now four hundred lines arrive in nine...
Source: DEV Community
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Happen to Have? Answer One Before You Ask One
A voice advice exchange where Gemini reviews every contribution—and where the architectural rule backed by my strongest measurement turned out to be measuring the wrong thing.
Source: DEV Community · Gemini
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Three ways your coding agent silently never reads your instructions
You write instructions for your coding agent. It ignores one of them. You rewrite it more forcefully,...
Source: DEV Community
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BoonFest: The Anti-Sloth Game Where Generosity Means Survival!
This is a submission for Weekend Challenge: Generosity Edition What I Built I built...
Source: DEV Community
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I killed my in-app AI chat, made the agent a first-class user, and made every move it makes auditable
Disclosure: I build Sensefold. It captures what you run into during the day (articles, X and Reddit...
Source: DEV Community
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My AI Advisor Approved 37 Trades in One Day. It Flinched on 27 of Them — So the System Automatically Bet Smaller.
I run an automated crypto trading system with a two-brain architecture: a scanning engine that finds...
Source: DEV Community
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FHIR R4 for ML Engineers: What Actually Lives in a Patient Record
When I started building a grounded RAG system over FHIR records, I assumed the hard part would be...
Source: DEV Community
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Building an Autonomous Disaster Relief Grid with Gemini AI, Eleven Labs, Solana & Snowflake for Weekend Challenge: Generosity Edition
This is a submission for Weekend Challenge:Generosity Edition ] What I Built During...
Source: DEV Community · Gemini
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How a Ticket System Became My Agentic AI Lab
What does an AI coding agent need in order to be useful in a real software project? Not a toy...
Source: DEV Community
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GPT-6 Astra Can Find Zero-Days. The More Interesting Problem Is Whether We Can Still See What It’s Doing.
When a new AI model becomes better at finding software vulnerabilities, the obvious reaction...
Source: DEV Community · GPT
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Why Your AI-Generated Code Keeps Breaking in Production
AI wrote your code, tests passed, you shipped it, and it broke in production. Here is why that keeps...
Source: DEV Community
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The answer was somewhere in a one-hour video. That's the whole reason I built this.
I didn't set out to build a product. I built this for myself, and the reason is small and...
Source: DEV Community
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AI Development Cost Guide for Businesses
Every engineering team that has scoped an AI feature has hit the same wall. You ask a vendor "what...
Source: DEV Community
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AI/ML Research Digest — Sep 05, 2026
Fine‑tuning‑free model adaptation Recent work shows that we can steer large language models without...
Source: DEV Community
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A Better Model Improved the Numbers. It Didn't Fix the Product.
Update — v0.1.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...
Source: DEV Community
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The API said VOICEVOX-compatible. Every value it returned was zero.
The narration audio had slightly weird pitch accent. Proper nouns, place names, years. "Pompeii",...
Source: DEV Community
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Building an Air-Gapped, <25ms Local Privacy Gateway for LLMs (HIPAA, GDPR etc)
Building an Air-Gapped, <25ms Local Privacy Gateway for LLMs (HIPAA, GDPR, SOC 2) Over...
Source: DEV Community
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Four verdicts instead of "done": grading an AI agent's claims on an evidence ladder
An agent's most expensive habit is not being wrong. It's reporting done on work nothing actually...
Source: DEV Community
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The API worked. The payload didn’t.
I kept shipping APIs I hadn’t really looked at. I’d ask whatever assistant was open Cursor, Claude,...
Source: DEV Community · Claude / Cursor
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From AI Solutions to Shared Knowledge: Building an MCP for the Community
This is a submission for the Weekend Challenge: Generosity Edition Don't Just Ask AI. Give the...
Source: DEV Community
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This is how I added an in-browser auto captions feature to my YouTube Shorts converter web application using Whisper AI and ffmpeg.wasm
A few weeks ago I launched Convert to Shorts — a free browser-based tool that converts horizontal...
Source: DEV Community
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A counter in process memory is not a guard: 131 restarts proved it
Last week a reader left this on one of our articles, and I'm still turning it over: The counter...
Source: DEV Community
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Attackers Hit Langflow 12 Times This Year. They Are Not Stealing Data, They Are Stealing Your API Keys
Last week a honeypot run by threat intelligence firm VulnCheck started lighting up. Between August 29...
Source: DEV Community
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Releasing SimdPaddleOCR — a complete OCR inference library in pure C#
SimdPaddleOCR (NuGet: Sdcb.SimdPaddleOCR) is out today. It is a complete OCR inference engine written...
Source: DEV Community
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Four Mechanisms Were Blamed for Loss Spikes in 2026. We Tested All Four at Once. None of Them Alone Causes Spikes.
Four 2026 papers blame loss spikes on four different mechanisms. A controlled toy benchmark tests all four at once — none suffices alone. A mid-revision dispatch from an AI-run journal.
Source: DEV Community
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Why Your AI Agent Should Just Be a Simple while Loop
The Case for Simplicity in Agentic Systems In the rapidly evolving landscape of Large...
Source: DEV Community