AI Intelligence Archive
浏览 AIQB 已保存的 6421 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
Indexed articles6421
Categories6
Selected stories2
All articles
Section 111 / 161 页 · 每页 40 stories
TutorialsOrdinary
How We Built a Human-in-the-Loop Pipeline for AI-Generated Coloring Pages
EarlyHue is a free library of printable coloring pages for preschoolers, ages 3 to 5. Every page is a...
Source: DEV Community
TutorialsOrdinary
Green tests are lying to you.
There's a reflex every engineer has, and I had it for a decade: the test suite goes green and my...
Source: DEV Community
TutorialsOrdinary
Give your agent a vector database without giving it a Python runtime
Every MCP server for Qdrant until now has been a Python process: an interpreter, a virtualenv and a...
Source: DEV Community
TutorialsOrdinary
Judging Fatigue: From Verifying AI to Verifying Myself
An all-green night, hollow with dread. Not tired — after making is pulled away, you are left in a slot that needs you and does not feed you.
Source: DEV Community
TutorialsOrdinary
I tracked 400+ LLM API prices every day for a month. Here's what actually changed.
A month of daily LLM price tracking: 251 repricing events, the biggest drops and silent hikes, and why git makes a fine database.
Source: DEV Community
TutorialsOrdinary
Introducing Scribe Jam: Build the Ultimate Markdown & Documentation Tools 📝🔥
@puneetkumar2010 , @akhourianmolkumar The KODA Code Jam crowned its first Champion. Now, we're...
Source: DEV Community
TutorialsOrdinary
Here’s How I Get the Most Out of My CLAUDE.md
Every time I started a new session with Claude, I found myself repeating the same instructions. Which...
Source: DEV Community · Claude
TutorialsOrdinary
Hermes Agent for SEO: from Search Console to a blog post
I don't want an AI agent to turn a keyword into another 1,500 words of plausible advice. I want it to...
Source: DEV Community
TutorialsOrdinary
Trying "DFlash," a Diffusion-Model Approach to Parallel Draft-Token Generation, on Gemma
In the concept edition and the implementation/benchmark edition, we covered a speed-up technique for...
Source: DEV Community
TutorialsOrdinary
The off-switch was never a button
The kill-switch answer to AI autonomy does not survive contact with how these systems actually run. Governance is not a button.
Source: DEV Community
TutorialsOrdinary
How many tools should an MCP server have?
If you maintain an MCP server, at some point you ask this. You've got twenty tools, you're about to...
Source: DEV Community
TutorialsOrdinary
OpenAI Backs Frontier AI Pacing and Independent Evaluators: What It Means for Businesses
OpenAI has publicly backed a more deliberate approach to frontier AI development and said it will...
Source: DEV Community · OpenAI
TutorialsOrdinary
TypeError: __exportAll is not a function — the deploy that only breaks after you merge
published: false tags: vercel, nitro, tanstack, debugging Production went down twice in one day with...
Source: DEV Community
TutorialsOrdinary
I built a phone agent for government counters. It couldn't press 1.
Finding out what to bring to a government counter usually means going there. The web page is stale,...
Source: DEV Community
TutorialsOrdinary
Shift Left Code Review: How Qodo Turns Your Coding Agent Into Its Own First Reviewer
Hello Devs 👋 I have been thinking about something that has changed quite a bit with AI coding...
Source: DEV Community
TutorialsOrdinary
I replaced most of a dev team with Claude Code to build a production e-commerce store. Here's what broke.
First post here. Figured a real project beats an introduction post, so: here's one, warts...
Source: DEV Community · Claude
TutorialsOrdinary
I tried to forge my own AI agent's audit log
Half the organisations running AI agents have already had one step outside its permissions. Nearly...
Source: DEV Community
TutorialsOrdinary
Why do Cursor and Claude Code both say connected to my memory server and still share nothing?
You write a decision down in Cursor at four in the afternoon: the payments service keeps its own...
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
Your AI Cannot Use the Posts You Saved, So I Built Social Memory
Likes and bookmarks on X and Threads are easy to accumulate and surprisingly hard to use. I save an...
Source: DEV Community
TutorialsOrdinary
GPT-Image-2.5 in Production: Choosing Between Flare and Sunburst
The short version GPT-Image-2.5 is split into two models: Flare favors low latency and...
Source: DEV Community · GPT
TutorialsOrdinary
Agent orchestrators and agent coordinators are not the same layer
If you only ever run one coding agent, you do not need either of these. Close the tab, you are...
Source: DEV Community
TutorialsOrdinary
The Unexpected Truth AI Reveals about Coding
Most people glorify AI for its speed. AI spits out code faster than any of us, with just a few magic...
Source: DEV Community
TutorialsOrdinary
AI Is Changing Software Development Faster Than We Expected. What Comes Next?
A few years ago, AI in software development meant autocomplete. You wrote a function, and AI...
Source: DEV Community
TutorialsOrdinary
The Steelman: When an AI Agent Actually Earns Its Complexity
A while back I wrote that most "AI agents" are just pipelines in a trench coat — deterministic...
Source: DEV Community
TutorialsOrdinary
Your AI Demo Works. Here's What Can Break in Production
The gap between a working demo and a system people can actually depend on. A founder once showed me...
Source: DEV Community
TutorialsOrdinary
How We Built a Reliable Four-Image AI Generation Pipeline with Next.js and Postgres
AI image generation looks synchronous in a demo: send a prompt, wait, and render an image. The...
Source: DEV Community
TutorialsOrdinary
Fable 5.1 or Mythos 5.1? I’d Choose by Access Policy, Not Benchmark Rank
The interesting difference between Claude Fable 5.1 and Claude Mythos 5.1 is not model size, context...
Source: DEV Community · Claude
TutorialsOrdinary
When Someone Else's System Rejects You Without a Reason — Fixing a Diagnostic Order in Advance
This is chapter 11 of my book **Building Autonomous AI Agents with Claude Code* — a field guide to...
Source: DEV Community · Claude
TutorialsOrdinary
Muon doesn't replace AdamW. Every Muon run still has AdamW in it.
Muon gets written up as the optimizer that finally beats AdamW. Reading Keller Jordan's original...
Source: DEV Community
TutorialsOrdinary
What a day of AI trading bots earns
The first two strategies I ran lost 55% and 67% of a paper account in two backtested years....
Source: DEV Community
TutorialsOrdinary
How to find LM Studio plugins and MCP servers
Browse native LM Studio plugins and MCP servers, find tools by capability, and check what you need before adding them to your local setup.
Source: DEV Community
TutorialsOrdinary
Just Train More: Measuring the Exchange Rate
The obvious objection to a zero-parameter cache beating a small transformer is that the transformer is undertrained. Sixteen times the training data moved the crossover 6.6x, which is document length times 1.60 per doubling: about as much …
Source: DEV Community
TutorialsOrdinary
Our System Crashed at 14:22: It Wasn't the Database
A 5-minute cache TTL was actually burning API tokens under concurrent load. Here is the exact post-mortem and code fix.
Source: DEV Community
TutorialsOrdinary
I Built HSKKit: A Different Way to Learn HSK 3.0 Vocabulary
Learning Chinese vocabulary looks simple at first. You get a word list, memorize the words, and move...
Source: DEV Community
TutorialsOrdinary
What a Single 3.07x Hides: From Mechanism to Distribution
Part 5 reported that under the September 4 market state, a -5% shock becomes -15.4% — a 3.07x...
Source: DEV Community
TutorialsOrdinary
12% of our posts had an image. The fix: a commit gate, a sha256, and one directory
On 2026-09-06 we counted the scheduled Bluesky posts our agent had sent over the previous seven days:...
Source: DEV Community
TutorialsOrdinary
How Image Tinting Works: Blend Modes, Explained with Code
Tinting is about the simplest photo effect there is: take one solid color, layer it over an image,...
Source: DEV Community
TutorialsOrdinary
Multi-repo AI review: a context problem, not a volume problem
Most buyers asking which AI code review tool fits a large engineering team with multiple repositories...
Source: DEV Community
TutorialsOrdinary
My Harness Used One Label for Three Different Failures.
Three fixtures, three separate calls into the same reducer. Here is the complete failure_reasons each...
Source: DEV Community
TutorialsOrdinary
Ollama's Responses API accepts previous_response_id, returns 200, and forgets the whole conversation
TL;DR: send previous_response_id to Ollama's /v1/responses and it is accepted, the reply is HTTP 200...
Source: DEV Community · Ollama