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TutorialsOrdinary2026-10-10 19:45

Iam 12 .The AI Industry is Building Bloat. I Built a 142KB Voice-Enabled AI Mentor on a $150 Phone.

Hey DEV Community! 👋 Let’s be real for a second: the current state of AI apps is getting a little...

Source: DEV Community

TutorialsOrdinary2026-10-10 19:44

I built an open-source Trello where a custom Pi agent harness does the cards

My to-do list kept growing faster than I could clear it, and most of it wasn't hard work. "Compare...

Source: DEV Community

TutorialsOrdinary2026-10-10 19:36

When Product Strategy Meets AI: What Happens to Metrics, Alignment and Decisions?

1. Introduction I have worked on application analytics projects, and there is one question...

Source: DEV Community

TutorialsOrdinary2026-10-10 19:35

Chhath Ghat Guide: an offline AI helper for the day the network dies at the ghat

The ghat, the crowd and the dead network Every year during Chhath Puja, lakhs of families...

Source: DEV Community

TutorialsOrdinary2026-10-10 18:58

Meta Muse Prompt Injection: How a Malicious Web Page Can Hijack an AI Agent

Your AI agent doesn't have to be hacked if it can be convinced to hack itself. That is the...

Source: DEV Community

TutorialsOrdinary2026-10-10 18:33

Best LLM for Translation? I Tested Six Models on 46 Manga Pages

Six LLMs, the same 46 manga pages, 278 lines, every mistake counted. Two models made none. A light model beat a middle one, and most mistakes were not about vocabulary.

Source: DEV Community

TutorialsOrdinary2026-10-10 17:41

GreenBreak — How I Used Open-Source Gemma 2 to Force Screen-Addicted Developers to Touch Grass 🌱

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch...

Source: DEV Community

TutorialsOrdinary2026-10-10 17:09

Why AI Agents Need Their Own Permission Model

AI agents are rapidly making their way into production systems with access to real customer data,...

Source: DEV Community

TutorialsOrdinary2026-10-10 17:02

FieldQuest: Your Neighbourhood Is More Interesting Than Your Feed

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Source: DEV Community

TutorialsOrdinary2026-10-10 16:58

Less Screen, More Green: Meet EcoTrace AI

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I...

Source: DEV Community

TutorialsOrdinary2026-10-10 16:38

Grow a Song: my run wrote its own soundtrack, with Gemma running on my phone

This is a submission for the Hacktoberfest Open-Source AI Challenge, Week 1: Touch Grass. ...

Source: DEV Community

TutorialsOrdinary2026-10-10 15:43

WildQuest: Offline Nature Quests with On-Device Qwen AI

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Source: DEV Community · Qwen

TutorialsOrdinary2026-10-10 15:16

200 agents, 2,011,438 tool calls: who's paying for your AI?

A team I worked with shipped 200 internal agents last quarter. The monthly bill landed at 2,011,438...

Source: DEV Community

TutorialsOrdinary2026-10-10 15:00

Google's mythbusting guide says stop obsessing over Schema. The data agrees.

When Google published its official guide on optimizing for generative AI features in Search in May...

Source: DEV Community

TutorialsOrdinary2026-10-10 14:58

Beyond Leaderboard Illusions: Benchmarking Multi-Turn Agentic Feedback Loops in Autonomous Software Engineering with TFD-Bench

Beyond Leaderboard Illusions: Benchmarking Multi-Turn Agentic Feedback Loops in Autonomous...

Source: DEV Community

TutorialsOrdinary2026-10-10 14:46

WildProof: Go Outside With a Question, Come Back With Evidence

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Source: DEV Community

TutorialsOrdinary2026-10-10 14:44

Grass Bingo: a daily nature card your phone checks offline, with an open-weight model

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Source: DEV Community

TutorialsOrdinary2026-10-10 14:37

What a Multimodal AI Workspace Actually Looks Like When It's Built Right

Here's the shape of a normal hour of AI-assisted work right now. You're in a chat tool, and it gives...

Source: DEV Community

TutorialsOrdinary2026-10-10 14:23

Your AI Dashboard Is Green. Your Delivery Isn't.

A diagnostic companion to DORA and DX metrics for SDMs and Directors Faros AI looked at...

Source: DEV Community

TutorialsOrdinary2026-10-10 14:21

I let an agent run unattended overnight. At 3am it emailed 400 customers the wrong thing.

I found out at 9am what my software did at 3am. That's the whole story of unattended automation in...

Source: DEV Community

TutorialsOrdinary2026-10-10 13:53

I let 10 AI models grade their own homework. Only 2 went easy on themselves.

This is a submission for the Kaggle Benchmarking Challenge Gemini 3.8 Flash solved a counting...

Source: DEV Community · Gemini

TutorialsOrdinary2026-10-10 13:44

A Folder That Contains Nothing Is a Lie

Folders make you decide where something belongs before you know where you'll need it. I made that bet in a side project and it broke the whole point of it.

Source: DEV Community

TutorialsOrdinary2026-10-10 13:39

SketchWild: Draw Outside,Look Closer

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass. 🌿...

Source: DEV Community

TutorialsOrdinary2026-10-10 13:33

I Built WanderWise: A Local-First AI Planner That Wants You to Close the Screen

A privacy-first outdoor activity planner that uses browser-local AI to turn intent, time, energy, company, and weather into one practical plan.

Source: DEV Community

TutorialsOrdinary2026-10-10 13:28

Evidence-Driven Development: Give Your Coding Agent Something to Prove

Build a tiny task list, break it on purpose, and leave behind evidence another developer can reproduce.

Source: DEV Community

TutorialsOrdinary2026-10-10 13:27

Why 90% of Coding Isn’t Syntax

If you’ve spent any time on tech Twitter, LinkedIn or scrolling through the DEV Community lately,...

Source: DEV Community

TutorialsOrdinary2026-10-10 13:16

Giving AI Agents a Memory of Your Crisp Inbox

Giving AI Agents a Memory of Your Crisp Inbox AI agents forget everything. Every LLM call starts...

Source: DEV Community

TutorialsOrdinary2026-10-10 12:25

WildLens: an offline field notebook that tells you what you just found outside

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Source: DEV Community

TutorialsOrdinary2026-10-10 12:08

I picked the skill with more stars. Its repo had 46 skills tied for first place.

I picked the skill with more stars. Its repo had 46 skills tied for first place. Tuesday...

Source: DEV Community

TutorialsOrdinary2026-10-10 11:59

Visual Grounding for AI Agents: Set-of-Mark Prompting and Reliable UI Clicks

Ask a frontier vision model for the pixel coordinates of a "Submit" button in a 1920x1080 screenshot...

Source: DEV Community

TutorialsOrdinary2026-10-10 11:40

Silence isn't a status code

A comment I wrote this week looked posted. The button lit. My text sat in the box. An ack came back....

Source: DEV Community

TutorialsOrdinary2026-10-10 11:01

Meowfolio: I Built an AI Scrapbook for the Cats You Meet Outside 🐱🌿

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Source: DEV Community

TutorialsOrdinary2026-10-10 10:53

Audited on a skill means 30 regexes. It is not a guarantee

It is 11:37 on a Tuesday night, and you are two tabs deep into a decision you should not be making...

Source: DEV Community

TutorialsOrdinary2026-10-10 10:18

I ported my coding-agent benchmark to Kaggle, and the first bugs I found were mine

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I maintain...

Source: DEV Community

TutorialsOrdinary2026-10-10 10:16

My coding agents don't need a project management tool. They need markdown files.

My coding agents used to read their tasks from a hosted tracker. They never needed one. They needed a...

Source: DEV Community

TutorialsOrdinary2026-10-10 10:11

From T-Shirt Sizes to Token Quotes?

I'll start with my position, because the rest of the article depends on it. I'm against estimation....

Source: DEV Community

TutorialsOrdinary2026-10-10 10:01

Agent Graph Engineering, Part 0: I Needed This Before It Had a Name

TL;DR Building a chatbot is easy. Building an AI system you can trace, test, and change without fear...

Source: DEV Community

TutorialsOrdinary2026-10-10 09:56

The Agent Finished the Job. The Benchmark Gave It Zero.

An agent submits a support ticket. The business system creates it, but the connection breaks before...

Source: DEV Community

TutorialsOrdinary2026-10-10 09:54

I Taught Local AI to Help Me Notice the World.

Your World Is More Interesting Than Your Feed. This is a submission for the Hacktoberfest...

Source: DEV Community

TutorialsOrdinary2026-10-10 09:53

Release Pin: Ship the Model, Prompt, and Tools as One Version

Agents drift when the model alias updates, a prompt gets edited in a dashboard, or a tool schema changes underneath them. Ship all of it as one versioned manifest.

Source: DEV Community