Deep learning (DL) libraries are widely used in critical applications, where even subtle silent bugs can lead to serious consequences. While existing DL fuzzing...
Applying LLM-based multi-agent software systems in safety-critical domains such as lifespan echocardiography introduces system-level risks that cannot be addres...
Summary As a first‑time novelist on Linux I was unhappy with the software that was available. I tried Manuskript, Ghostwriter, and NovelWriter, but none met my...
Technologies Mentioned - 3D TV - AMP - Augmented Reality - Beanie Babies - Blockchain - Cartoon Avatars - Curved TVs - Frogans - Hoverboards - iBeacons - Jetpa...
Overview Gemini 3.1 Flash Image Preview Nano Banana 2 is now available on AI Gateway. This release improves visual quality while preserving the generation spee...
!Cover image for How I Built Swarm DJ: A Multi-Agent AI System Performing Live Electronic Music 🎧https://media2.dev.to/dynamic/image/width=1000,height=420,fit=...
The number of workers on zero‑hours contracts has hit a record high, ahead of Labour’s planned crackdown on the practice from next year. A surge in 16‑to‑24‑yea...
Season 5 Prep & AI‑Assisted Coding > Side note: Season 5 starts NEXT WEEK! Episodes drop on Thursdays – just like our Adventures here. > Head over to the YouTu...
markdown !Cover image for Appends for AI apps: Stream into a single message with Ably AI Transporthttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=...
Gartner, Magic Quadrant for Customer Data Platforms, Lizzy Foo Kune, Rachel Dooley, Suzanne White, Benjamin Bloom, Audrey Brosnan, 26 January 2026 GARTNER is a...
Storage Akışının Mantığı Kubernetes'te storage zinciri şu şekildedir: Pod → PVC → StorageClass → PV → Physical Storage Persistent Volume PV PV, cluster içindek...
New Rules In the before times, and living in a blissful bubble of European citizenship, I never thought a lot about what I would need to prepare when visiting...
!Cover image for I let AI build my entire side project from scratch. I just supervised.https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravi...
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Sunil Joshi – Web Designer, Front‑end Developer & Product Builder After 15 years in the digital product space I’ve learned what most founders discover the hard...
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Chatting Is Not Enough – Combine Ollama’s Reasoning with OpenClaw’s Execution 2025 was called the “Year of Local Large Models.” By 2026, simple “conversation”...
Cloud costs don’t spike overnight. Below is a practical FinOps playbook of 10 automated checks that every cloud team should run weekly. 1️⃣ Idle Compute Instanc...
Hybrid work has become a reality post-pandemic, transforming how Agile teams deliver value, collaborate, and adapt. This study investigate how hybrid settings i...
Background I recently received an email from a Y Combinator company Run Anywhere, W26 with the following details: - From: Aditya - Subject: Mikołaj, think you'...
RFC‑WF‑0020 Rate Limits, Abuse Controls & Operational Safety RAOS Status: Draft Standard Version: 1.0.0 Date: 20 Nov 2025 Category: Standards Track Author: Ful...
Introduction Cursor and Windsurf are AI code editors that support MCP Model Context Protocol plugins, which give the AI new tools. The PageBolt MCP server adds...
RFC‑WF‑0018 Status: Draft Standard Version: 1.0.0 Date: 20 Nov 2025 Category: Standards Track Author: FullAgenticStack Initiative Dependencies: - RFC‑WF‑0003 C...
Overview Claude Desktop can browse the web, write code, and analyze files, but it cannot capture screenshots, generate PDFs, or record browser videos out‑of‑th...
Every day, AI agents make decisions on our behalf—buying, sending emails, signing documents—and nobody verifies there’s a real human behind them. Soulprint solv...
Seed explosion is a fundamental problem in fuzzing seed scheduling, where a fuzzer maintains a huge corpus and fails to choose promising seeds. Existing works f...
Context‑Heavy AI Code Exploration – The Problem Every time I asked Claude to help me with a codebase, the same thing happened: The model read file after file,...
markdown !MysticCoderhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...
!Cover image for the software built to build software is building itself while i sleephttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravit...
When people hear the word hacking, they usually think about JavaScript, backend exploits, or databases. CSS often feels harmless—after all, it’s “just styling,”...
Just published my first post — a deep dive into orchestrating 6+ AI services in a single serverless pipeline. Would love feedback from the community!...
Your session numbers look great. Your users are churning. Here’s why event‑based analytics was never built for conversational AI products – and what to do inst...
NABARD Grade A 2025 — Unlock Your Dream Job in Rural Banking Are you ready to make a difference in rural India? NABARD Grade A offers young professionals the ch...
Capturing Session Reasoning Before It Evaporates I built a skill called /mark to write a session anchor—a lightweight markdown file that records a deliberative...
The Prompt I wasn't solving a deep problem or frustrated with corporate communication. I was just bored and needed a project idea, so at 11 pm I asked ChatGPT...
If you're into retro gaming, you've probably noticed that metroidvanias are having a moment. From timeless NES classics to beloved SNES titles, these games cont...
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The Real Bottleneck in Remote Teams Isn’t Distance. It’s Coordination Remote teams don’t fail because people are far apart. They struggle because: - context ge...
Overview Everyone is building RAG apps, but most tutorials skip the most important part — search quality. Instead of just plugging in a framework, I built my o...
!Cover image for El binomio perfecto: Intuición humana e IA en el Reverse Engineeringhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity...
Self-Improving Software: The Cycle of Improvement In the traditional software development lifecycle, there is often a widening gap between the code we write an...
Vision-Language-Action (VLA) models are multimodal robotic task controllers that, given an instruction and visual inputs, produce a sequence of low-level contro...
Overview Most security training wasn’t built for developers. It’s compliance‑heavy, slide‑driven, and detached from how we actually ship code. SecDim is differ...
Glossário Canônico — Agentic Everything-as-Code Critério Base para qualquer X-as-Code Um artefato só pertence à taxonomia se: - Possui representação declarativ...
Overview This submission for the Built with Google Gemini: Writing Challenge tackles the chaotic off‑campus housing market. Traditional listings often hide the...
This article explores the mechanics of OAuth application attacks within Entra ID, focusing on how threat actors bypass strong authentication by exploiting SaaS...
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Overview I built OpenSwarm because I wanted an autonomous “AI dev team” that can actually plug into my real workflow instead of running toy tasks. Features Ope...
