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DEV Community · Technology

Making Your APIs Visible Using Capabilities for GitHub 7 GitBook Discovery and Documentation

Your organization has more APIs than anyone thinks. Specs are scattered across GitHub repos. Docs exist in GitBook spaces that were created for a launch and never updated. Some APIs have specs but no docs. Others have docs but no specs. A handful have neither. This is the API visibility problem, an...

Kin Lane 5 days ago

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DEV Community · Technology

Building Crash-Recovery State Machines for Long-Running LLM Pipelines in Python

LLM pipelines fail. API timeouts, rate limits, unexpected token counts, network blips — any of these can kill a long-running job mid-way through. If you restart from zero every time, you're wasting money and time. Here's a state machine pattern with atomic checkpoints that lets you resume exactly w...

German Yamil 5 days ago

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DEV Community · Technology

Architectural drift with Agentic coding. Here's what I built to fix it.

I've been shipping features with Claude Code for months now. The velocity is incredible — what used to take days takes an afternoon. But something kept bugging me. The code diffs on my PRs looked fine. Tests passed. Lint was clean. But every few weeks I'd open a file I hadn't touched in a month and...

Soumyadeep Mahapatra 5 days ago

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DEV Community · Technology

AI Writes the Code — But You Own the Consequences

AI has fundamentally changed how frontend code gets written. You can now: generate components in seconds scaffold entire features fix bugs with a prompt explore multiple implementations instantly The speed is undeniable. But there’s a part of the equation that hasn’t changed at all: You...

Rohith 5 days ago

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DEV Community · Technology

Why 80% of Programmers Are Unhappy (It's Not the Money)

80% of professional developers aren't happy at work. That's from the 2024 Stack Overflow survey - 65,000 responses from working programmers worldwide. One in three actively hates the job. Nearly half are just plowing through: not miserable enough to quit, not engaged enough to care. And only 20% ar...

Visesh 5 days ago

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Hacker News · Technology

ChatGPT for Excel

Article URL: https://chatgpt.com/apps/spreadsheets/ Comments URL: https://news.ycombinator.com/item?id=47785397 Points: 9 # Comments: 2

armcat 5 days ago

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DEV Community · Technology

Laravel has no native WebDAV server — so I built one

🚀 I’ve just released the first alpha version of my Laravel WebDAV server: 👉 https://github.com/N3XT0R/laravel-webdav-server/releases/tag/1.0.0-alpha.1 ⚠️ Disclaimer This is an early alpha prototype. It is: not stable not production-ready subject to breaking changes at any time...

Ilya Beliaev 5 days ago

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DEV Community · Technology

Cloud AI APIs vs. Self-Hosted LLMs: When an Old Phone Beats GPT-4

A Reddit post recently caught my eye — someone turned a Xiaomi 12 Pro into a 24/7 headless AI server running Ollama with a quantized Gemma model on a Snapdragon 8 Gen 1. My first reaction was "that's ridiculous." My second reaction was "wait, I have three old phones in a drawer." This got me thinki...

Alan West 5 days ago

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DEV Community · Technology

Webhooks vs. Polling on monday.com: When Each Approach Actually Wins

Every monday.com integration I have built in the last two years has started with the same question. Do I poll the API on a schedule, or do I wire up a webhook? The honest answer is that both work, but the one you pick on day one shapes how painful the next two years of maintenance will be. This pos...

Gwilym Pugh 5 days ago

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DEV Community · Technology

Why 80% of Programmers Are Unhappy (It's Not the Money)

webdev #career #programming #mentalhealth #developerlife Why 80% of Programmers Are Unhappy (It's Not the Money) Nap pods. Catered lunches. Remote work. Stock options. Four-day work weeks at some places. Unlimited PTO that you never actually take because taking it feels like ad...

Visesh 5 days ago

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DEV Community · Technology

The first time my AI bill scared me into building TokenBar

A few months ago I opened my AI bill and did the dumb double-take every solo dev knows. Not because I had a huge team. Because the cost was invisible while I was building. That was the whole problem. I could feel the products moving, but I could not feel what each conversation, prompt, or workflow...

Henry Godnick 5 days ago

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DEV Community · Technology

Your AI Agent Is One Bad URL Away From Being Compromised

Here is the security model baked into most AI agent frameworks: [Agent decides to fetch URL] → [Framework fetches it] → [Content lands in context] No validation. No trust check. The URL arrives, the framework fetches it, the content enters the model's context window. That is fine for demos...

Entropy0 5 days ago

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TechCrunch · Technology

Monarch Tractor’s collapse ends with an acquisition by Caterpillar

The startup had faced mounting pressure from dealers, farmers, and a co-founder who complained that Monarch's tech didn't work properly.

Sean O'Kane 5 days ago

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Hacker News · Technology

Does Gas Town 'steal' usage from users' LLM credits to improve itself?

Article URL: https://github.com/gastownhall/gastown/issues/3649 Comments URL: https://news.ycombinator.com/item?id=47785053 Points: 46 # Comments: 15

rektomatic 5 days ago

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Ars Technica · Technology

"TotalRecall Reloaded" tool finds a side entrance to Windows 11's Recall database

"The vault is solid. The delivery truck is not."

Andrew Cunningham 5 days ago

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DEV Community · Technology

Engineering the Nexus Release: How I Built Secure E2EE Network Sync into a Linux Clipboard Manager (v1.5.1)

A deep dive into the architecture behind DotGhostBoard v1.5.0 — zero-config mDNS discovery, X25519 ECDH pairing, AES-256-GCM sync, rate limiting, and PyQt6 threading — all without a central server. DotGhostBoard is a privacy-first clipboard manager for Linux, built under the DotSuite umb...

freerave 5 days ago

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DEV Community · Technology

Leetcode # 107. Binary Tree Level Order Traversal II

Problem Given the root of a binary tree, return the bottom-up level order traversal of its nodes' values. (i.e., from left to right, level by level from leaf to root). Example 1: Input: root = [3,9,20,null,null,15,7] Output: [[15,7],[9,20],[3]] Example 2: Input: root = [1] Output: [[1]] Example...

Hector Williams 5 days ago

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DEV Community · Technology

From Prompt Engineer to Agent Engineer: The 7 Skills You Need to Build AI Agents

Discover the key skills you need to build AI agents that thrive in real-world environments, moving beyond crafting prompts to engineering robust systems. The world of artificial intelligence is rapidly evolving. Just a few years ago, being a “prompt engineer” was about crafting clever instructions...

Manish Shivanandhan 5 days ago

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DEV Community · Technology

From Request to Production in One Push. No Mockup Tool Required.

There is a rule in software development that everyone quotes and nobody questions: "Don't use mockups in production." That rule was written for paper prototypes. What happens when the mockup is the code? The Traditional Workflow A user has an idea. Here is what usually happens: User...

Art 5 days ago

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The Verge · Technology

Ford’s EV and software chief Doug Field is leaving the company

Doug Field, who left Apple five years ago to helm Ford's multibillion-dollar bet on electric vehicles and software, is stepping down next month. Replacing him will be Alan Clarke, the ex-Tesla engineer who now leads Ford's California-based skunkworks lab. Clarke's new title will be vice president of...

Andrew J. Hawkins 5 days ago

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DEV Community · Technology

How to Compress SVG Files: Tools, Techniques, Config

How to Compress SVG Files: Tools, Techniques, and Config SVG files are text. Specifically, they are XML — a tree of elements describing paths, shapes, gradients, filters, and metadata. Unlike raster formats (PNG, JPEG, WebP), compressing SVG has nothing to do with pixel data or color dept...

Pixotter 5 days ago

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DEV Community · Technology

Interview #145: API: Difference between 500 vs 503 status codes?

The HTTP status codes 500 (Internal Server Error) and 503 (Service Unavailable) are both server-side error responses (part of the 5xx class), indicating that something went wrong on the server while processing a request. However, they serve distinct purposes and convey different meanings about the n...

Shashi Bhushan Kumar 5 days ago

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DEV Community · Technology

GN: Domain-Adaptive Lossless Compression for LLM Conversation Streams

PDF version: github.com/atomsrkuul/glasik-core/blob/master/GN_PAPER_V2.pdf Code: github.com/atomsrkuul/glasik-core (MIT) Robert Rider | Independent Researcher github.com/atomsrkuul/glasik-core (MIT) Abstract I present GN (Glasik Notation), a domain-adaptive lossless compressio...

Buffer Overflow 5 days ago

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Hacker News · Technology

One Interface, Every Protocol

Article URL: https://openbindings.com/blog/one-interface-every-protocol Comments URL: https://news.ycombinator.com/item?id=47784397 Points: 10 # Comments: 3

clevengermatt 5 days ago

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