How Multi-Model AI Pipelines Lose the Truth at Handoffs
HackerNoon • 2026-07-29 08:14

How Multi-Model AI Pipelines Lose the Truth at Handoffs

A research pipeline can start with correct evidence and end with a wrong article when claim lineage breaks between models.

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Experienced Devs • 2026-07-29 08:14

Turned on a global permission in prod for testing, a client saw another client's ticket. PM messaged me. Now I'm in trouble. Help.

Mid-level/senior frontend dev here. Want an honest gut-check because I've been worried what might happen to me. We were building a "view tickets" feature. To test it end-to-end, the feature needed a certain permission enabled. I turned that permission on in prod, but instead of scoping it to just my own test account, I flipped it globally. I documented what I did openly in the task track...

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HackerNoon • 2026-07-29 08:14

Why Boring Traders Make More Money

The most profitable behavior in a market is usually the least exciting. Here's the math behind doing nothing.

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Lobsters • 2026-07-29 08:07

User Interfaces of the Demo Scene

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Stratagems #20: Alex Felt the AI Collector Slow Down. He Knew Someone Else Had Made a Move.
DEV Community • 2026-07-29 08:04

Stratagems #20: Alex Felt the AI Collector Slow Down. He Knew Someone Else Had Made a Move.

Stratagems #20: Alex Felt the AI Collector Slow Down. He Knew Someone Else Had Made a Move. Don't fight in clear water — stir it first. Don't strike when they're watching — strike when they're looking somewhere else. — The 36 Stratagems, Disturb the Water and Catch a Fish Previously on this series: #17: Alex Set a Bait. The Catch Wasn't Code — It Was Someone Who Shouldn't Have Be...

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𝚓𝚊𝚟𝚊𝚜𝚌𝚛𝚒𝚙𝚝 • 2026-07-29 08:03

Transform raw github data into an interactive map with gitcharta

I've wrote a custom TypeScript geocoder to yransform raw user locations to ISO country codes, and let D3 handle the map projection and svg generation. React and octokit handles data fetching and rendering. Almost entirely in Js/TS. submitted by /u/Rich_Cap_9952 [link] [comments]

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HackerNoon • 2026-07-29 08:02

What It Took to Get Useful Metrics Out of Nginx

The whole thing started with one plain, annoying question: how do we get real metrics out of nginx?

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DEV Community • 2026-07-29 08:02

Free All-in-One TikTok Downloader (Looking for Feedback)

Hey All! I wanted to share a tool I've been building called DdTik , a free web app for downloading TikTok content without watermarks, built with Next.js. What it does Video downloader : save TikTok videos in HD, with or without watermark Photo & carousel downloader : save individual images or full photo posts TikTok to MP3 : extract just the audio from any video Profile pic...

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The entire Claude Code skills top 10 belongs to three authors. Anthropic holds one slot.
DEV Community • 2026-07-29 08:00

The entire Claude Code skills top 10 belongs to three authors. Anthropic holds one slot.

Pull the all-time install leaderboard for Claude Code skills today and count the authors. The ten most-installed skills come from exactly three names: Matt Pocock has five, Vercel Labs has four, and Anthropic, the company that created the skill format, has one. We run Skillselion, a directory of Claude Code, Codex and Cursor extensions ranked by real installs. The numbers below are from our live ...

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3m read
DEV Community • 2026-07-29 08:00

Your Toolchain Checks Grammar, Not Facts

I went looking for one wrong email address and found six wrong domains. They had been in production for months, across six different server functions. Nothing had ever complained, because there was nothing in the stack capable of complaining. Every one of them was valid code. What was actually there Three distinct hosts, none of which I own. The first was the .com version of my own b...

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DEV Community • 2026-07-29 08:00

API Pagination Patterns: Offset vs Cursor vs Keyset

Why Pagination Matters If you've ever built an API endpoint that returns a list, you've probably faced the question: what happens when the list has 10,000 items? Returning them all at once is a recipe for slow responses, memory exhaustion, and angry mobile users. Pagination is the answer, but not all pagination is created equal. Let's look at the three most common patterns: offset, curs...

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DEV Community • 2026-07-29 08:00

How to Build and Sell Coding Challenges Online

How to Build and Sell Coding Challenges Online tags: programming, money, teaching, career tags: programming, money, teaching, career How to Build and Sell Coding Challenges Online Imagine turning your favorite late-night coding puzzles into a revenue stream that pays you while you sleep. You’ve already spent years solving algorithmic problems, debugging edge cases, an...

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DEV Community • 2026-07-29 08:00

Build a Social Media Monitor with Python

Build a Social Media Monitor with Python tags: python, socialmedia, automation, tools tags: python, socialmedia, automation, tools Build a Social Media Monitor with Python Imagine waking up to a Slack notification that your brand just got mentioned in a viral Reddit thread—but this time, the sentiment is negative. You lose 15 minutes panicking, scrolling through tabs,...

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DEV Community • 2026-07-29 08:00

Durable Workflows Are Great, and the Wrong Choice for Short Pipelines

With the Microsoft Agent Framework and its Durable Task extension, durable execution is once again a major topic in the .NET world. The idea is tempting: define agents and workflows in ordinary code, then let the runtime handle persistence, crash recovery, state management, distributed scaling, and observability. That is strong technology. At the time of writing, the Durable Task extension for Mi...

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DEV Community • 2026-07-29 07:55

Why Every Business Needs a High-Performance Website in 2026

A few months ago I watched a founder demo their product to a potential partner on a spotty hotel wifi connection. The product was genuinely good. The website took eleven seconds to load the first screen. The partner never said anything about it, but you could see the moment their attention drifted — they picked up their phone "just to check something" while the page was still spinning. That's the ...

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DEV Community • 2026-07-29 07:54

Hello, DEV! I'm excited to join the DEV Community.

I am a software developer committed to continuous learning, building, and professional growth. Each project presents an opportunity to refine my skills, solve real-world problems, and develop applications that deliver meaningful impact. I am passionate about creating effective software solutions, exploring emerging technologies, and consistently improving as a developer. I believe growth is drive...

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DEV Community • 2026-07-29 07:53

Why My Local Coding Agent Could Act but Couldn't Finish

There was a month where I blew through my token budget without noticing. Claude Code and Codex, running most of the day, on a codebase I was exploring more than editing. The ceiling I'd set turned out to be a number I'd passed weeks earlier, and I found out by getting the bill. So I did the thing I'd been putting off, and ran a coding agent on my own machine to see what happened. The short versi...

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New Gitea RCE Lets Repository Writers Plant a Git Hook to Run Shell Commands
The Hacker News • 2026-07-29 07:47

New Gitea RCE Lets Repository Writers Plant a Git Hook to Run Shell Commands

Gitea, the self-hosted Git platform, has patched a critical remote code execution vulnerability. A user with ordinary repository write access can turn attacker-controlled patch content into a live Git hook and run shell commands as the Gitea service account. Tracked as CVE-2026-60004 (CVSS score: 9.8), the flaw affects Gitea versions 1.17 and later before 1.27.1 and is fixed in 1.27.1. The

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DEV Community • 2026-07-29 07:46

I Contributed To a TypeScript Project Without Being a TS Dev

I have contributed to open source projects before, mostly in Python and in environments and languages I am familiar with. This time was different. The repository was written in TypeScript, a language I had only limited experience with. I could understand the general structure, follow the logic, and get a rough picture of how things worked—but I was definitely not a TypeScript developer. That ma...

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HackerNoon - javascript • 2026-07-29 07:39

Six Months With Tauri: The Benefits and the Bill

Tauri delivers a small installer and a native Rust backend, but Linux packaging, multiple webviews, and IPC introduce significant trade-offs.Read All

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