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dev.to > ashraf_chowdury09 > plugin4shell-your-ai-coding-agents-pinned-dependency-was-never-actually-pinned-32el

Plugin4Shell: Your AI Coding Agent's "Pinned" Dependency Was Never Actually Pinned

8+ min ago   (458+ words) You pin a plugin to a commit SHA because you did the review, you trust that exact code, and you never want it to silently change. That's the entire point of pinning. Last week, security researchers at AIR proved that…...


dev.to > abe_turan_6c575eb3eb2402e > ai-for-automating-real-estate-comps-what-actually-works-and-what-breaks-1l07

AI for Automating Real Estate Comps: What Actually Works (and What Breaks)

4+ min ago   (1729+ words) Last month, I stared at another spreadsheet full of recent sales, trying to figure out if a property in Mesa, Arizona, was actually a deal. Twenty-seven manual comps later, I had a headache and not much confidence. Every investor knows…...


dev.to > sir_wqs_kabirwala > my-first-step-starting-a-blogging-journey-from-kabirwala-47ol

My First Step: Starting a Blogging Journey from Kabirwala

12+ min ago   (92+ words) I am Waqas from Kabirwala, Punjab. I am a student and I am starting my journey in blogging and web development. I don't have a laptop right now, I am doing everything from my mobile phone. It is difficult but…...


dev.to > ankit_verma_e2fa7fb2aa95d > filters-vs-interceptors-vs-aop-when-each-5ah5

Filters vs Interceptors vs AOP — when each

17+ min ago   (134+ words) Filters, interceptors, and aspects are three places to run code around a request — at three different depths of the stack. Before comparing the tools, you need to see the path a request takes. It does not land on your controller…...


dev.to > yaseenyk04 > one-architect-claude-mcp-a-full-engineering-squad-the-operating-model-id-install-at-your-17j5

One Architect + Claude + MCP = A Full Engineering Squad: The Operating Model I'd Install at Your Company

14+ min ago   (185+ words) [ EXECUTIVE TEARDOWN // TL;DR ] The result is that a single instruction — "add cursor-based pagination to the orders API and update every consumer" — executes across database, backend, frontend, and tests in one coordinated pass, with the model reading real schema over…...


dev.to > abhishekjaiswal_4896 > how-llms-actually-work-a-practical-guide-for-product-managers-3k7b

How LLMs Actually Work: A Practical Guide for Product Managers

33+ min ago   (1223+ words) If you're a Product Manager working on AI products, you don't need to become an ML researcher. But... Tagged with ai, productmanagement, programming, gpt3....


dev.to > bhimanojula_raghavendra_c > today-is-big-day-2jlm

Today is big day

33+ min ago   (26+ words) so finally my 13 months of hard work came to an end guys that faibilo browser is almost completed and... Tagged with webdev, browser, opensource, comingsoon....


dev.to > perennova > a-45-kb-page-can-still-cost-a-phone-the-blind-spot-in-per-byte-carbon-models-131k

A 45 KB page can still cost a phone: the blind spot in per-byte carbon models

21+ min ago   (776+ words) Two independent models, built by people who never talked to each other, land on the same centre of gravity. Different methods, same answer: the thing you host is a rounding error next to the thing people hold. That conclusion is…...


dev.to > jaryn_123 > build-a-homedir-deny-fixture-before-an-agent-reads-netrc-36g8

Build a Homedir Deny Fixture Before an Agent Reads `.netrc`

14+ min ago   (910+ words) Last Tuesday a coding agent “helped” with a flaky checkout script. The repo was tiny. The workspace was not. Someone had opened the agent at ~/work. checkout.sh called curl --netrc. The agent did what file tools do: it followed…...


dev.to > hamza_dev_talks > mlops-best-practices-2026-1d54

MLOps Best Practices 2026

1+ hour, 10+ min ago   (1328+ words) {"title": "MLOps Best Practices 2026: Scaling AI from Prototype to Enterprise Production", "content": "### Introduction\n\nThe landscape of machine learning has undergone a seismic shift. We are no longer in the era of isolated Jupyter notebooks and sporadic model deployments; we…...