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Section 117 / 161 页 · 每页 40 stories

TutorialsOrdinary2026-09-12 20:39

Both sides of the job interview are running models now, and neither one says so

A recruiter sends you a link. You record four answers into a webcam with nobody on the other end. A...

Source: DEV Community

TutorialsOrdinary2026-09-12 20:30

TrustED Moves Privacy Preserving Data Sharing Into Real World European Pilots

The EU-funded TrustED project is moving privacy-preserving data sharing from technical design into...

Source: DEV Community

TutorialsOrdinary2026-09-12 20:24

Will AI Take Software Engineering Jobs? Will AI impact software engineers?

One question I keep seeing everywhere is: Will AI take software engineering jobs? Based on what I’m...

Source: DEV Community

TutorialsOrdinary2026-09-12 20:24

How I stop an LLM from hallucinating in production (RAG + entity-match + MCP)

How do you make an LLM answer questions about real-world entities — companies, people, records —...

Source: DEV Community

TutorialsOrdinary2026-09-12 20:22

Do Coding Agents Really Need Unrestricted Shell Access?

Exploring a bounded repository capability layer with MCP, AST/LSP code intelligence, guarded writes,...

Source: DEV Community

TutorialsOrdinary2026-09-12 20:11

They knew it wasn't the model. They patched it anyway.

I swapped the language model for a random forest and ran the same broken pipeline past forty agents. Nineteen of twenty patch the symptom on each side, with the model and without it. What separates the two arms isn't that they investigate …

Source: DEV Community

TutorialsOrdinary2026-09-12 19:38

6 Sneaky LLM Bugs That Only Show Up After You Ship

Okay, real talk. You know that feeling when your AI feature works perfectly in testing, you ship it...

Source: DEV Community

TutorialsOrdinary2026-09-12 19:31

Your AI agent can plan anything. It still can't click "Post".

Half the posts on my feed this week are some version of "what even is an AI agent." If-statements in...

Source: DEV Community

TutorialsOrdinary2026-09-12 19:15

AI Just Claimed to Crack the Navier-Stokes Problem. It's Part of a Much Bigger Pattern

Meta description: OpenAI says an AI model found a singularity in the Navier-Stokes equations, one of...

Source: DEV Community · OpenAI

TutorialsOrdinary2026-09-12 19:02

How to Build an AI-Ready Data Foundation Before Your Business Scales

Most AI projects fail for one simple reason: the data is not ready. Not the model. Not the...

Source: DEV Community

TutorialsOrdinary2026-09-12 18:58

The Rise of Multimodal AI Agents: Why Developers Are Moving to Unified Runtimes

The Rise of Multimodal AI Agents: Why Developers Are Moving to Unified Runtimes For the...

Source: DEV Community

TutorialsOrdinary2026-09-12 18:49

Your Memory Server Did Not Say destructiveHint. By the Spec, That Means True.

A tool that ships no annotations has not stayed silent about whether it is destructive. Under the MCP...

Source: DEV Community

TutorialsOrdinary2026-09-12 18:47

13 Claude doc changes since June that still show up wrong in tutorials

I run a small Claude guide site (Korean first, English translations), and my biggest problem was...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-12 18:44

I built an MCP server that lives inside WordPress - here's the safety model

I do WordPress and SEO work for clients. I wanted Claude to operate my sites, but I did not trust an...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-12 18:29

Do AI Agents Need a Causal Architecture, or Is Next-Token Prediction Enough?

A few weeks ago I watched a well-funded agent demo crash. The model had a clean tool-calling loop and...

Source: DEV Community

TutorialsOrdinary2026-09-12 18:00

Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints

Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box...

Source: DEV Community

PerspectivesOrdinary2026-09-12 18:00

Mercury Is Shrinking Way Faster Than We Thought， Scientists Discover

Source: 404 Media（RSS）

TutorialsOrdinary2026-09-12 17:49

MoE vs Edge AI: They Are Not the Same Thing

Recently, I came across an X demo of a 35B language model running on an iPhone using only 1–2.5 GB of...

Source: DEV Community

TutorialsOrdinary2026-09-12 17:43

The Framework Ate the Fundamentals. Then AI Learned How to Code.

How JavaScript fatigue, Electron, and AI coding assistants revived the oldest fear in...

Source: DEV Community

TutorialsOrdinary2026-09-12 17:32

Cache Invalidation Never Died. AI Just Made It Expensive Again.

Why a programmer joke from the 1990s suddenly explains prompt caching, KV cache, LLM inference costs,...

Source: DEV Community

TutorialsOrdinary2026-09-12 17:19

I tested my sandbox against Deno and plain Python on 63 AI-written scripts

I've been building a language where a function's signature declares which effects it may perform, and...

Source: DEV Community

TutorialsOrdinary2026-09-12 17:03

History of the Model Context Protocol (MCP)

History of the Model Context Protocol (MCP) Origins (mid-2024) MCP started as...

Source: DEV Community

TutorialsOrdinary2026-09-12 16:39

The Privacy Paradox: AI Personalization Without Surveillance in Web3

AI personalization usually follows a simple assumption: More data = better personalization. The...

Source: DEV Community

TutorialsOrdinary2026-09-12 16:39

Our Recall Was 0.087 and the Model Was Innocent: How Domain-Scoped Replay Doubled It

Update — v0.3.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

Source: DEV Community

TutorialsOrdinary2026-09-12 15:26

Modernizing Vue App by using IBM Bob

Background I have many applications that use Vue CLI and, of course, are mostly still on...

Source: DEV Community

TutorialsOrdinary2026-09-12 15:08

Learn how Antigravity Usage Intelligence lets you monitor token consumption, cache savings, and quotas in Google’s Antigravity IDE.

Figure: Example Antigravity Usage Intelligence dashboard in VS Code, showing token usage charts and...

Source: DEV Community

TutorialsOrdinary2026-09-12 14:53

Antigravity Usage Intelligence: Track Tokens, Quotas, Cache, Reasoning, and Agent Activity

Antigravity Usage Intelligence: Track Tokens, Quotas, Cache, Reasoning, and Agent...

Source: DEV Community

TutorialsOrdinary2026-09-12 14:21

I stopped asking my AI agents to read the project memory. Now the server does it for them.

Follow-up to I run 9 parallel Claude Code sessions — the bottleneck wasn't the model, it was...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-12 14:20

AI Agents Don't Read Your API Docs Like Developers Do

I have spent a lot of my time writing API documentation, and I used to think that I understood what...

Source: DEV Community

TutorialsOrdinary2026-09-12 14:17

Architecting Autonomous Healthcare Concierge Agents: From Partial Slot Extraction to Bi-Directional Database Sync & Sub-100ms Tool Traces

Architecting Autonomous Healthcare Concierge Agents: From Partial Slot Extraction to...

Source: DEV Community

TutorialsOrdinary2026-09-12 14:14

DeepSeek as the default model on ChatGPT Codex

In this article, I will explain how you can set DeepSeek as the default model for your Codex coding...

Source: DEV Community · ChatGPT / DeepSeek

TutorialsOrdinary2026-09-12 14:09

Four Bubbles Wearing One Trenchcoat: A Developer's Autopsy of the AI Boom vs. the Dot-Com Crash

Four Bubbles Wearing One Trenchcoat: A Developer's Autopsy of the AI Boom vs. the Dot-Com...

Source: DEV Community

ModelsOrdinary2026-09-12 13:56

【AINews】 DeepSeek v4.1-Flash： 763B-P8B-D16B novel causal Encoder-Decoder architecture with vision marks the Return of the Whale

Source: Latent Space（RSS） · DeepSeek

TutorialsOrdinary2026-09-12 13:51

I read 500 'AI will replace developers' posts. They all make the same 3 mistakes.

Last month I spent 30 days letting AI write 100% of my code — a real SaaS, in production, no line of...

Source: DEV Community

TutorialsOrdinary2026-09-12 13:30

Two Agents, One Protocol: My First A2A Test, Including Every Bug on the Way

I built two A2A agents, made them discover and talk to each other, and documented every bug on the way.

Source: DEV Community

TutorialsOrdinary2026-09-12 13:25

We tagged EKS workers like app servers — and Prometheus started scraping telegraf on nodes that never had it

The Telegraf Down alerts started piling up on a Thursday morning, and at first glance it looked bad....

Source: DEV Community

TutorialsOrdinary2026-09-12 12:54

Three PRs to Rowboat in 24 Hours, One of Them Taught Me More Than the Others

Last month I wrote about how I use coding agents to build things. This week I pointed the same setup...

Source: DEV Community

TutorialsOrdinary2026-09-12 12:30

I just did something my AI agents couldn't

It is funny how things work out. You can let AI tools try to fix a code problem for days, but nothing...

Source: DEV Community

TutorialsOrdinary2026-09-12 11:16

I Had an AI Agent Scrape Google Maps Instead of Writing a Scraper. Here's What It Cost.

Summary: I ran a Claude agent with only browser tools (no pre-written scraper code) against 60...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-12 11:00

The Last Non-Neural Candidate, and It Did Not Clear the Bar

The bar was a slope: keep converting extra data into accuracy after exact-context statistics saturate. A full hierarchical Pitman-Yor model with Gibbs sweeps and inferred discounts moved the intercept and left the slope alone, halving with…

Source: DEV Community