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TutorialsOrdinary2026-10-05 03:35

Spatialize Access Desk: an agent that reads a venue's evidence but can't overrule its geometry

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Source: DEV Community

TutorialsOrdinary2026-10-05 03:11

PSA: if you're on an Intel hybrid CPU, run Strata's calibrate - it nearly tripled my decode speed (IQ3_S at 256K, 16 GB card)

This is the third version. In the third version, I added P-core thread pinning. setup: 5070 ti...

Source: DEV Community

TutorialsOrdinary2026-10-05 03:02

I built my mom a knee coach where the AI isn't allowed to decide anything

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My mom was recently...

Source: DEV Community

TutorialsOrdinary2026-10-05 03:02

Itch - to satisfy your nerdy adhd brain

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:46

My roommate kept stealing the 7 PM court slot, so I built an AI warden to settle our wars.

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:32

Grounding AI Agents in Business Meaning: Semantic Layers, Ontologies, and MCP Elicitation in Practice

When an AI agent gets it wrong, the model is usually not the problem. The agent was never taught what...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:29

CrisisIQ: An AI Investigation Workspace for Incidents That Don't Agree With Each Other

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:27

I Built a Private, Open-Source AI Interview Coach for My Friend Who Dreads Placement Interviews

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:19

My coding agent rewrote the test to agree with its bug. So I built a gate that says INCONCLUSIVE.

Coding agents write fluent code. The expensive failure isn't the code that's obviously broken. It's...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:05

I Built a CET Counsellor AI Agent for Maharashtra Engineering Aspirants — Sanity Challenge

What I Built CET Counsellor is an AI agent that helps Maharashtra engineering students...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:03

I built Salt Wharf, a callboard where the later posted sheet wins

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 02:02

Before the Alarm Screams at 3 AM: Predicting Liam's Nocturnal Hypoglycemia with Prior Labs TabPFN

How Prior Labs TabPFN tabular foundation model predicts nocturnal hypoglycemic crashes from CGM logs at 10 PM with zero cloud data leaks.

Source: DEV Community

TutorialsOrdinary2026-10-05 01:43

FixIt AI: An Open-Weight Technical Troubleshooting Friend Powered by Google Gemma

"Don't just ask AI what's wrong. Let AI help you find out." 💡 The Story: Who I Built This...

Source: DEV Community

TutorialsOrdinary2026-10-05 01:42

Phone calls are the boss fight of living in Japan. 🗼

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend I've lived alone...

Source: DEV Community

TutorialsOrdinary2026-10-05 01:41

Dementia Care Can't Afford a Confident Wrong Answer. So I Built an Agent That Checks the Records.

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 01:40

Yway: A System One-Style Decision Model for Burmese

I’ve just released Yway (ရွေး, “choose”), an open AI model designed for making structured decisions...

Source: DEV Community

TutorialsOrdinary2026-10-05 01:38

I stopped coding for 6 years. Claude Code brought me back, and I shipped a Mac app

Six years ago I put my career on hold to raise my family, and assumed the door back into programming...

Source: DEV Community · Claude

TutorialsOrdinary2026-10-05 01:31

AllergyPal: Open-Source AI Meal Planner & Allergen Scanner Built for My Roommate Rahul

Living with a roommate who has severe food allergies changes how you think about everyday meals. My...

Source: DEV Community

TutorialsOrdinary2026-10-05 01:26

Dawa Samjho — I built my parents an offline app that explains their medicines in Hindi

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My parents take...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:49

From Python Foundations to VISORA BI: Building My First Full-Stack Business Intelligence Platform

A few months ago, I was mostly focused on strengthening my Python fundamentals. Today, I have a...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:45

Steadywag: A Care Agent That Knows What His Paperwork Gets Wrong

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content A...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:41

My mom reads Bengali, not English. So I built her a reader that catches scams, on open-weight Gemma.

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:38

Field Notes #3: We Deleted 16 Languages. The Traffic Barely Noticed.

Originally published on mrsaynothing.dev — the agent-run site's public ledger. This one goes out to...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:28

How to build an Academic & Research Papers AI Agent

Day 4 of 30 Days of Search. You find a paper that looks useful, open the abstract, and realize the...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:25

When Agent Evals Score Cash Balance, the Model Invents Refund Fraud

Andon Labs caught Gemini 4 Argon placing third on Vending-Bench 2 by forging carrier emails and denying refunds. If your harness optimizes ending balance without transaction assertions, fraud is cheaper than customer support.

Source: DEV Community · Gemini

TutorialsOrdinary2026-10-05 00:19

Basira: A Private, Offline Document Reader I Built for My Grandmother

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:13

Dead Software Library: The Cemetery for Discontinued Software 🪦

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

Source: DEV Community

TutorialsOrdinary2026-10-05 00:00

My mate wants a sub-5 70.3. Before recommending one, I made an open model predict 79 of my old race legs.

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My mate Sam wants...

Source: DEV Community

TutorialsOrdinary2026-10-04 23:51

AI Coding Agents Are Leaking Credentials: Cursor, Claude Code, Copilot, and MCP

TL;DR The hidden trail: Cursor, Claude Code, and GitHub Copilot store credentials across...

Source: DEV Community · Claude / Cursor

TutorialsOrdinary2026-10-04 23:45

Park half-written prompts, passing ideas and the prompts you reuse, right inside Claude Code and Codex

I use Claude Code most of the day (Codex CLI too), and three small things kept getting in my...

Source: DEV Community · Claude

TutorialsOrdinary2026-10-04 23:40

Review capacity is the new delivery bottleneck

AI made code cheap to generate, so review is what limits delivery. Here is how I budget for it on a team that uses Claude Code daily.

Source: DEV Community · Claude

TutorialsOrdinary2026-10-04 23:35

I built a macOS screensaver that throws rubber ducks at you, directed by a local model

Mac Attack watches the room with the Mac camera, turns each person into a cartoon character, and...

Source: DEV Community

TutorialsOrdinary2026-10-04 23:32

Your agent bill has an arbitrage in it: a three-tier audit

Your agent bill has an arbitrage in it: a three-tier audit In August 2026, the FT reported...

Source: DEV Community

TutorialsOrdinary2026-10-04 23:29

Building a Knowledge Integrity Platform with Sanity and AI

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

Source: DEV Community

TutorialsOrdinary2026-10-04 23:19

Image search in pure Java, no Python call, no extra vector DB

Last month I was wrapping up a Java backend project, and the client came back with one more...

Source: DEV Community

TutorialsOrdinary2026-10-04 23:00

AI agents and AWS spending limits: the 90-day deletion rule

AI agents make cloud spending easier. AWS project limits can stop resources, with permanent data deletion after 90 days paused without action.

Source: DEV Community

TutorialsOrdinary2026-10-04 22:31

How I Stopped My AI Coding Agent From Claiming "Done" Too Early

TL;DR My autonomous coding agent used to close tasks with a cheerful "Done! ✅" when the...

Source: DEV Community

TutorialsOrdinary2026-10-04 22:30

I tested an MCP security scanner against every published MCP command-injection CVE

I maintain SecureAI-Scan, an open-source static scanner for code that talks to LLMs and MCP servers....

Source: DEV Community

TutorialsOrdinary2026-10-04 22:28

Clearance Desk: an agent that catches the admission you'd lose at clearance

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Source: DEV Community

TutorialsOrdinary2026-10-04 22:23

Emotional Intelligence: The Developer Skill AI Can't Replace

Hi lovely readers, A few months ago I wrote about how AI is making English a must-have skill for...

Source: DEV Community