The Paradox of Choice Barry Schwartz's research revealed a counterintuitive truth: having more options does not make us better decision‑makers. Beyond a certai...
- AI CODE CREATION GitHub CopilotWrite better code with AI https://github.com/features/copilot - GitHub SparkBuild and deploy intelligent apps https://github.co...
Part 2 – The Hidden Bottleneck: Identity Welcome to Part 2 of the Cloud Fragility series. In Part 1 we broke down multi‑cloud cascading failures. Today we tack...
Cache latencies - L1 cache reference: 1 ns - L2 cache reference: 4 ns - Branch mispredict: 3 ns Memory latency - Main memory reference: 100 ns - Read 1 000 000...
Built with Google Gemini: Writing Challenge Submission for the Built with Google Gemini: Writing Challengehttps://dev.to/challenges/mlh/built-with-google-gemin...
Why Small Decisions Can Have Large Consequences Organizations are complex adaptive systems with interconnected components, feedback loops, and emergent behavio...
Building with AI Agents: Assume They’re Untrusted When you’re building with AI agents, they should be treated as untrusted and potentially malicious. Whether y...
The Availability Cascade Cass Sunstein and Timur Kuran identified the availability cascade: a self‑reinforcing process where a belief gains credibility simply...
Systems thinking is usually taught as an organizational skill, but it is equally powerful for individual decision‑makers. Learning to see systems—feedback loops...
Introduction We're witnessing a fundamental shift in how AI agents acquire capabilities. Instead of writing code to define what agents can do, we're now showin...
Introduction In a culture that celebrates action, doing nothing can feel like failure. Yet, in many situations, inaction is not just acceptable—it is optimal....
Incident Overview What happened? This morning, CORE – my autonomous AI development system – blocked its own self‑healing workflow. No human caught it, no alert...
Prospect Theory Overview Prospect Theory, developed by Daniel Kahneman and Amos Tversky, provides a practical framework for understanding how people make choic...
Effects of Time Pressure - Cognitive narrowing – Under pressure, attention narrows. You consider fewer options, focus on the most salient information, and igno...
Why Maps Matter Alfred Korzybski’s famous dictum—the map is not the territory—is perhaps the most important meta‑principle in decision‑making. Every model, fra...
The Economics of Calculator Content: How Free Tools Drive Organic Traffic When most content strategists talk about SEO, they think of blogs—1500‑word guides, e...
TL;DR: Claude Code is a terminal‑native AI agent that reads, writes, and reasons about entire codebases autonomously. This post breaks down its architecture — t...
Copilot CLI Exploit Overview Two days after GitHub Copilot CLI hit general availability, researchers at PromptArmor published a bypass: a crafted env curl comm...
Early Beginnings I was a MySpace kid 😬, talking gifs, background images, and an autoplay song that was basically my whole personality in three minutes or less...
Introduction TokenLens is a CLI tool for developers who switch between multiple AI providers Cursor, Codex, Gemini Code Assist and need a quick view of their t...
Zero‑Width Steganography: Invisible Commands Manipulate AI Agents !Cover image for Zero‑Width Steganography: Invisible Commands Manipulate AI Agentshttps://med...
Read more about 回声（第13章）：能源异常（第一部分）...
Hybrid Search & Agentic Retrieval in Azure AI Search Vector search alone leaves relevance on the table. Hybrid search with semantic ranking, chunking strategie...
Three Things That Broke Open the AI‑Security Conversation This Week All happened within days of each other: 1. AISLE’s AI system independently found twelve zer...
DEV Weekend Challenge: Community Submission Overview CommonGround is built for three interconnected communities that need safe, dignified spaces to heal and co...
Vulnerability Details - Vulnerability ID: CVE-2026-28279 - CVSS Score: 7.3 High - Published: 2026-02-28 - CWE ID: CWE-78 Improper Neutralization of Special Ele...
Introduction What if AI could see what you see and guide you in real time? That idea led to the creation of OmniGuide AI, a real‑time multimodal assistant powe...
!App screenshothttps://media2.dev.to/dynamic/image/width=800,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fupl...
Vulnerability Overview - CVE ID: CVE-2026-28351 - CWE ID: CWE-400 - CVSS v4.0 Score: 6.9 - Published: 2026-02-28 - Attack Vector: Network - Impact: Denial of S...
'Measuring AI Agent Performance by Actual Outcome Correctness, Not Just Tool‑Call Presence
Introduction A few months ago, I had a clear idea for a project: a clean, free daily tarot reading site where people could draw cards and get meaningful interp...
!Cover image for 🦈 Analyzing Open Data shark attacks with gemini-cli and Quarto 📊https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=a...
Imagine a shared pasture where several herders graze their cattle. Each herder benefits from adding one more cow to the field. The cost of overgrazing, however,...
!Analysishttps://static.files.bbci.co.uk/core/website/assets/static/news/incident-types/light-mode/analysis.77b314ef10.svg Sirens have sounded across Israel Sir...
Designing a Modern Retrieval Strategy for AI Systems Focus: engineering trade‑offs, system architecture, and practical defaults Audience: Backend engineers fam...
!Cover image for We Built the First AI-Native Quantum Software Framework: Say Hello to Agentic TensorCircuit-NGhttps://media2.dev.to/dynamic/image/width=1000,he...
TL;DR – Claude Code hooks + ntfy.sh = approve/deny permissions from your phone. 60 lines of Bash, 3‑minute setup, open sourcehttps://github.com/coa00/claude-pus...
!Cover image for How We Built an AI Product Manager That Actually Learns Your Team's Templateshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cove...
Most AI agent frameworks today—the ones you see everywhere—have a fundamental problem. If their results are within 10 % of a hashmap, they’re essentially a slo...
! https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%...
Overview When designing global applications, the first step isn’t configuring global routing—it’s building healthy, regionally distributed back‑ends. This tuto...
Overview In Phase 1 we deployed regional App Services. Phase 2 elevates the architecture by adding a global entry point using Azure Front Door Standard – all v...
Overview This is a submission for the DEV Weekend Challenge: Community. I’m part of a developer WhatsApp group with over 100 members across all time zones and...
The Trust Problem in Digital Asset Marketplaces Buying a Telegram channel is sketchy. Buying any social‑media asset is sketchy. The seller could take your mone...
Vibe coding has become one of those love‑it‑or‑hate‑it terms. Some developers hear it and assume it is junior devs letting ChatGPT write spaghetti code for them...
What it does When a CI/CD pipeline fails, PipelineIQ automatically: - Captures the error logs - Sends them to Claude AI for analysis - Delivers a Slack alert w...
!Ravikash Guptahttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads...
markdown !Cover Imagehttps://media2.dev.to/dynamic/image/width=800,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com...
