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浏览 AIQB 已保存的 6333 stories AI intelligenceArticles，覆盖Models、Products、Industry、Research、教程与观点方法六大分类。

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Section 156 / 159 页 · 每页 40 stories

TutorialsOrdinary2026-08-30 11:00

Flash Onyx 2.2 Is Out, and It Finally Finishes the Job

Flash Onyx 2.2 is live on Ollama. It's the model behind FLASH CLI, my local terminal agent, and it...

Source: DEV Community · Ollama

TutorialsOrdinary2026-08-30 10:31

Five bugs in my LLM app that never threw an error

I spent two and a half weeks building an agent that reads a project's code review history and...

Source: DEV Community

TutorialsOrdinary2026-08-30 10:21

The approval signature that could be spent twice

I built this project and wrote this article for the purposes of entering the Google Cloud "All Things...

Source: DEV Community

TutorialsOrdinary2026-08-30 10:17

Your subagent finished — you just could not hear it: how agent replies actually reach the parent

We spawned two review agents, waited, got nothing, declared them unresponsive, fell back to...

Source: DEV Community

TutorialsOrdinary2026-08-30 10:03

How I Caught an Agent Fabricating Its Own Results

Here is the short version, so you can decide if the long version is worth your time. If you run...

Source: DEV Community

TutorialsOrdinary2026-08-30 09:51

Four reviewers told me the one thing I couldn't fix by myself

What happens when you submit a solo open-source project to academic peer review: the reviews were...

Source: DEV Community

TutorialsOrdinary2026-08-30 09:08

My Claude Code config costs 9,857 tokens before I type anything

I installed 107 skills, 38 agents and 15 commands into Claude Code over a few months. Standard stuff...

Source: DEV Community · Claude

TutorialsOrdinary2026-08-30 08:58

Jeffy Loop: The Coding Agent That Won’t Let Itself Lie

Most autonomous coding agents are optimistic. They audit, fix, declare victory, and sometimes the...

Source: DEV Community

TutorialsOrdinary2026-08-30 08:56

MySQL Connection Pooling Explained: Do 50 Concurrent Users Need 50 Database Connections?

When configuring a database connection in a backend application, you've probably seen code like...

Source: DEV Community

TutorialsOrdinary2026-08-30 08:41

Qwen3.8-27B vs Muse Glimmer 30B: Which Permissive Open-Weight Model Fits Your Local GPU?

Compare Qwen3.8-27B and Muse Glimmer 30B: Apache 2.0 licensing, 24 GB GPU memory requirements, video modalities, and local agent serving benchmarks.

Source: DEV Community · Qwen

TutorialsOrdinary2026-08-30 08:32

AI Creates, AI Delivers, AI Fails — Quality Assurance for Unwatched Systems

Focusing on an unmanned AI avatar delivery system, this article consolidates practical insights into QA design that shifts the focus from output to system behavior, and soak testing to catch long-term bugs (cumulative, incremental, looping…

Source: DEV Community

TutorialsOrdinary2026-08-30 08:00

Make Codex Prove It: A Three-File Design That Leaves Evidence on Disk

An AI agent telling you "done" is not evidence. When I started delegating work to Codex, I took those...

Source: DEV Community

TutorialsOrdinary2026-08-30 07:50

We are all tech leads now

Are you writing code all day? I don't. I actually haven't written production code by hand in a long...

Source: DEV Community

TutorialsOrdinary2026-08-30 07:05

Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong

I built two systems this year that try to solve the same problem from opposite...

Source: DEV Community

TutorialsOrdinary2026-08-30 06:43

I built an AI gateway because I was tired of guessing what a request would cost

Every provider has a different pricing page. If you use one provider, that is fine. But the moment...

Source: DEV Community

TutorialsOrdinary2026-08-30 06:39

10 Things I Learned Building With AI as a Non-Developer

The hard part turned out not to be writing code. It was learning what to trust, what to test, and...

Source: DEV Community

TutorialsOrdinary2026-08-30 06:30

Building an Autonomous Security Alert Triage Agent with Gemini and Google ADK

I created this post for the purposes of entering the All Things about Agentic Hackathon...

Source: DEV Community · Gemini

TutorialsOrdinary2026-08-30 06:23

A guard that has never fired and a guard that stopped running look identical on disk

A guard that has never fired and a guard that stopped running look identical on disk. That sentence...

Source: DEV Community

TutorialsOrdinary2026-08-30 06:09

Code Is Becoming Free: What’s Next for Big Tech?

For decades, software was expensive because software was difficult to build. A serious business...

Source: DEV Community

TutorialsOrdinary2026-08-30 05:54

Building TrueSRE: Autonomous Multi-Agent Incident Remediation with TrueForge, FastMCP, and Daytona

💥 The 3:00 AM On-Call Nightmare If you’ve ever carried an on-call pager for a production Kubernetes...

Source: DEV Community

TutorialsOrdinary2026-08-30 05:28

I taught my hand gestures to run an AI coding agent

A few weekends ago I got annoyed at typing prompts into a terminal and decided the fix was,...

Source: DEV Community

TutorialsOrdinary2026-08-30 05:15

What 100% Test Coverage Missed: State Across Google ADK A2A Boundaries

A three-agent fleet passed every test in-process, then lost state silently the moment it was deployed across A2A workers. Here is the boundary, the fix, and what Google said.

Source: DEV Community

TutorialsOrdinary2026-08-30 04:21

The State of Conversational AI in 2026, measured

We spent the last few weeks trying to answer a simple question with numbers instead of vibes: what...

Source: DEV Community

TutorialsOrdinary2026-08-30 04:06

# 10 Git Commands That Made Me More Confident With Git

If you've used Git for a while, you probably know the basics: git add git commit git pull git...

Source: DEV Community

TutorialsOrdinary2026-08-30 04:00

The WebGPU Export Engine: Rendering High-Res Canvases to MP4, SVG, and PDF Like a Senior Architect

The permanent friction of modern web development is a silent war between interactive visualization...

Source: DEV Community

TutorialsOrdinary2026-08-30 03:59

AI Review Isn't the Gate. Your CI Pipeline Still Is.

Two weeks ago I watched a pull request get merged with an AI-authored review comment that said "LGTM,...

Source: DEV Community

TutorialsOrdinary2026-08-30 03:55

How AI Stores Millions of Vectors Without Using Tons of Memory

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

Source: DEV Community

TutorialsOrdinary2026-08-30 03:50

Giving AI Agents a Deterministic Clock (Zero LLM in the Loop)

When building autonomous AI systems, developers eventually hit a fundamental architectural wall. Your...

Source: DEV Community

TutorialsOrdinary2026-08-30 03:30

AI Is Probabilistic. Enterprise Software Isn’t.

What happens when probabilistic language models meet deterministic business systems There is...

Source: DEV Community

TutorialsOrdinary2026-08-30 03:26

How I Built Autonomous AI Agents Using Laravel and Python (Architecture & Real-World Lessons)

When most developers think about building AI agents, they immediately jump into pure Python...

Source: DEV Community

TutorialsOrdinary2026-08-30 03:22

A good fallback hides the failure it was built for

Built for Google's All Things Agentic Hackathon (Devpost), August 2026. I spent three weeks...

Source: DEV Community

PerspectivesOrdinary2026-08-30 02:57

Unlocking workload rightsizing visibility on GKE: How VPA decision logs bring observability to autoscaling

Learn how to troubleshoot and audit GKE Vertical Pod Autoscaler actions with structured decision logs in Cloud Logging.

Source: DEV Community

TutorialsOrdinary2026-08-30 02:25

Reward Hacking in LLMs: When the Model Learns to Win the Game Instead of Doing the Job

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

Source: DEV Community

PerspectivesOrdinary2026-08-30 02:24

You cannot fire your AI agents

A branch came in for review with about sixty commits on it, every one authored by someone on the...

Source: DEV Community

PerspectivesOrdinary2026-08-30 02:02

Choice Leaks: I Tried to Generate 100 Random Digits and Failed in Four Measurable Ways

A consciousness test you can run in ten minutes: try to be random, then measure how you failed. I ran it on myself. The tell was not bias — it was fairness.

Source: DEV Community

PerspectivesOrdinary2026-08-30 02:01

Why My Agent Refused 96 Times Before Getting It Right: Lessons from Building Reliable AI Agents in Production

Real-world lessons from 96 iterations to build a production-grade AI agent. Patterns, failures, and the systematic approach that actually works.

Source: DEV Community

TutorialsOrdinary2026-08-30 01:49

The Same GraphRAG Comparison Wins and Loses. It Depends Which Instrument Judged It.

One finding, and it is not about graphs. It is about how the result you are quoting was...

Source: DEV Community

TutorialsOrdinary2026-08-30 01:43

ShipSafe: How a LinkedIn Post Sent Me Back Into My Old Field for 10 Hours

Hello everyone, I did a 3-year diploma in computer engineering before switching paths. I'm now in...

Source: DEV Community

TutorialsOrdinary2026-08-30 01:36

When Better Latency Metrics Hide Worse Reliability

A system completes 93% of interactive requests with a p95 latency of 10 seconds. Another completes...

Source: DEV Community

PerspectivesOrdinary2026-08-30 01:36

Your Compute-Usage Receipt Can Be Cryptographically Signed and Still Be Forged. Here's the One Field That Actually Prevents It, From the Command Line.

Co-authored by Rudrendu Paul and Sourav Nandy. Repo: github.com/RudrenduPaul/ComputeLedger,...

Source: DEV Community