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浏览 AIQB 已保存的 9752 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 76 / 244 页 · 每页 40 stories

TutorialsOrdinary2026-10-19 17:40

Anthropic is about to be worth $2 trillion while earning 4.6x less revenue than 35 SaaS companies combined. I ran the numbers.

A chart went around r/SaaS this week and it stopped me cold. Two bars. On the left, market cap: 35 of...

Source: DEV Community · Claude

TutorialsOrdinary2026-10-19 17:36

Blender forbids Python threads. So my AI add-on talks to itself through two JSON files

The pivot I spent the last months building a local multi-agent CLI code generator - planner → coder →...

Source: DEV Community

TutorialsOrdinary2026-10-19 17:25

3 Ways to Save Money on Tokens for Your AI Agents

Three levers that cut agent token spend without cutting quality: cheaper retrieval handoffs, lifecycle-aware model placement, and content-based proxy routing.

Source: DEV Community

TutorialsOrdinary2026-10-19 17:05

Build without limits - SDLC Briefing, #2

Hi! I am Ricardo Sueiras, leading SDLC transformation at Indicium AI. That means I get to work with...

Source: DEV Community

TutorialsOrdinary2026-10-19 16:57

LLM API Spending Limits: Why 20 Agents Under Budget Still Blow the Cap (with Python Fix)

Budget alerts report the overrun after the money is gone. Here's a pre-flight, atomic budget cap for OpenAI and Anthropic clients that you can copy and paste.

Source: DEV Community · OpenAI / Claude

TutorialsOrdinary2026-10-19 16:57

LLM Budget Caps That Hold Under Concurrency: Why 20 Agents "Under Budget" Still Blow the Bill

Each of your 20 agents checked the budget and passed, and together they still overspent. Here's a thread-safe pre-flight cap in Python, plus what alerts miss.

Source: DEV Community

TutorialsOrdinary2026-10-19 16:52

A Refusal Contract for Free Coding Agents

A free coding agent fails in a predictable direction: it says yes. Ask for a one-line fix and the...

Source: DEV Community

TutorialsOrdinary2026-10-19 16:07

I put a logging proxy in front of an LLM client: here's what it emitted

A viral rant says run your own LLM proxy; the HN thread asks how. Here is the runnable answer — one file, no API key — and the verbatim capture: the machine inventory your client volunteers, the retry your app never mentions, and the conve…

Source: DEV Community

TutorialsOrdinary2026-10-19 16:02

One Command per Kind of Task: Model and Effort Presets for Claude Code and Codex

chore, feature, deep: three model and effort presets for Claude Code and Codex, plus the two settings that quietly override them.

Source: DEV Community · Claude

TutorialsOrdinary2026-10-19 15:28

I gave AI agents a harm budget instead of trust and ran 19 experiments

I run Xonta, a small marketplace where developers list AI agents with a description and a price....

Source: DEV Community

TutorialsOrdinary2026-10-19 15:07

Free AI for my Chrome extension's users, with no API key and no surprise bill

My tab extension now names tab groups with AI for everyone: Chrome's built-in model when there is one, otherwise a tiny shared Cloudflare Worker on a free tier that stops instead of billing me.

Source: DEV Community

TutorialsOrdinary2026-10-19 14:59

PriceCraft AI: The 20-Minute eBay Listing, Cut Down to One Click

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 14:57

Last week in Agent Security Update 2: Zam-mad Max

This week I've been struggling with some kind of illness. My throat was dry and I couldn't breathe on...

Source: DEV Community

TutorialsOrdinary2026-10-19 14:43

Your Hindi support bot said "done". Did it cancel the right order?

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Watch the...

Source: DEV Community

TutorialsOrdinary2026-10-19 14:43

SlipsLedger: Transforming Rental Payment Slips into Dispute-Proof Records with Gemma 4

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 14:42

Your agent's retry bug isn't an AI problem. It's a distributed-systems problem with an LLM on top.

Most agent demos have a happy path: the model picks a tool, the tool returns 200, the agent moves on....

Source: DEV Community

TutorialsOrdinary2026-10-19 14:39

LeaseCheck: a lease reader that runs on your laptop, with rule updates you can verify

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 14:32

MarginPulse AI: An Open-Weight CFO That Prices Side-Hustle Gigs with TabPFN-3.5 & Gemma 4

MarginPulse AI is an open-weight autonomous CFO and calibrated quantile deal pricer powered by Prior Labs TabPFN-3.5 and Google Gemma.

Source: DEV Community

TutorialsOrdinary2026-10-19 14:14

AI Code Review: How to Test AI-Generated Code Before Production

AI can generate code in seconds. But can your team prove that code is safe to deploy? That's...

Source: DEV Community

TutorialsOrdinary2026-10-19 14:12

Voice Order Taker

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:56

HisabMate: A Local-First, AI-Assisted Digital Bahi-Khata for Indian Microbusinesses

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:48

226 Scenarios, 43 Detectors, 1 Clean Run: Building a Test Harness That Can't Lie

The detectors I didn't trust were the ones that stayed quiet. A rule that fires is easy to...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:24

Gnosk — Know what your code knows

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:23

What If You Could Boost or Ban Specific Tokens in an LLM?

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

Source: DEV Community

TutorialsOrdinary2026-10-19 13:21

Ledger Lift: turning a shop's handwritten sales ledger into a CSV, fully offline

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:14

Do Not prompt the Arch Intelligent ! ! !

Recently, I came across an interesting Oxford lecture by Professor Yuval Noah Harari, in which he...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:09

HappyGF: I Built an AI Assistant to Make Sure Contractors Get Paid on Friday

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle. ...

Source: DEV Community

TutorialsOrdinary2026-10-19 13:01

Pricor: local AI reads the supplier spreadsheet, an exact engine does the math

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle. ...

Source: DEV Community

TutorialsOrdinary2026-10-19 12:43

I fine-tuned Qwen3.6 on Tinker to read my neighbours’ khata: 98% credit/payment accuracy for $0.38

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community · Qwen

TutorialsOrdinary2026-10-19 12:23

A biodata is the most private page a family prints. Parichay makes it on the phone, with Gemma

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle In...

Source: DEV Community

TutorialsOrdinary2026-10-19 12:21

PartsPaddock: a WhatsApp parts desk agent for RC clubs - P2P / B2C market connecting hobbyists

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 12:15

FirstStep: Coding Practice Tool That Never Gives You the Answer

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 12:13

Duck Evac: a complete extraction-shooter game whose code and art are 100% open-weight generated

Hacktoberfest Open-Source AI Challenge — Week 2: Side Hustle submission* Duck Evac (鸭鸭大撤离) is a...

Source: DEV Community

TutorialsOrdinary2026-10-19 12:00

PaperToProfit: Turning Handwritten Dhaba Bills into Revenue & Profit Intelligence with Open-Source AI and TabPFN

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Source: DEV Community

TutorialsOrdinary2026-10-19 11:35

SellCraft AI: a listing writer that runs on the seller's laptop, not my server

(alt: SellCraft AI — a fully local Etsy/eBay listing writer with Gemma 4 and Ollama) This is a...

Source: DEV Community · Ollama

TutorialsOrdinary2026-10-19 11:24

The Verification Trap: Why Generative AI Is Making Senior Engineers Slower (and How to Fix It)

The Verification Trap: Why Generative AI Is Making Senior Engineers Slower (and How to Fix...

Source: DEV Community

TutorialsOrdinary2026-10-19 11:21

I Got Tired of Explaining the Same Project to AI. So I Built a Shared Brain for AI Agents.

I Got Tired of Explaining the Same Project to AI. So I Built a Shared Brain for AI...

Source: DEV Community

TutorialsOrdinary2026-10-19 10:58

I Corrected My AI's Memory. It Cited the Original Mistake as Proof.

The correction went through. The claim now said the launch was in July. I asked the agent to re-check...

Source: DEV Community

TutorialsOrdinary2026-10-19 10:53

My AI Agent Leaked a Secret Across Two Sessions. Every Guard Said “Fine.”

How I used FalkorDB's algo.maxFlow to decide whether to block an AI agent's tool call or redact a...

Source: DEV Community

TutorialsOrdinary2026-10-19 10:44

LatePay — know which invoices will ghost you, before they do 💸

LatePay — know which invoices will ghost you, before they do 💸 DEV Hacktoberfest AI...

Source: DEV Community