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A couple of months ago a PM I know messaged me out of the blue. She knew I was on the Netra team and figured we might have something that could help with a problem she was stuck on. Her team had built
I watch podcasts while working with 50+ tabs open. Chrome's PiP is just a floating rectangle with zero controls. Other extensions add controls but nobody built the one thing I wanted - just the subtit
The MCP ecosystem is at an inflection point. What started as a protocol for connecting AI assistants to external tools has become the default integration layer for a generation of AI-powered engineeri
When it comes to database interaction in Java, a choice is usually made between Java Database Connectivity (JDBC) and Java Persistence API (JPA). Some people say JDBC is outdated and avoid it entirely
Not a refactor. Not a rewrite. A rethink. And the security improvement was not something I planned. It was a consequence of thinking about the problem correctly. The Mess That Grew in Si
How to run continuous, AI-powered security audits on your codebase — routed through a local proxy that picks the cheapest viable model for each file. Most security scanners feel like spa
I used to have a major problem with system design. Every time I sat down to map out a new architecture, my first thought wasn’t actually about how the system should function. Instead, I’d ask myself:
When you're plugging an LLM agent into an external API, you have three reasonable patterns: hand-rolled HTTP, AgentKit's action provider model, or LangChain's tool calling. They all work. They produce
Are Data Analyst and Data Scientist Still the Same Job in 2026? From the outside, the two roles look interchangeable: similar posting volumes, similar geographies, similar work-mode mix. Fr
This post is my submission for "DEV Education Track: Build Multi-Agent Systems with ADK" (https://dev.to/deved/build-multi-agent-systems). 🌍 GeoHazard AI — Building a Multi-Agent Geological & Clim
Montar un clúster de Kubernetes suena a proyecto de semanas, certificaciones y un presupuesto que necesita aprobación de junta directiva. Y durante años fue así. Pero en 2026, con k3s —el Kubernetes l
Hay una nueva palabra circulando en tech: vibe coding. La idea es seductora —le dices a una IA lo que necesitas, ella escribe el código, y tú solo revisas que funcione. Suena a productividad multiplic
Si le preguntas a un CEO qué lo mantiene despierto de noche, probablemente te hable de márgenes, de competencia o de retención de talento. Casi nunca te va a decir "mi stack tecnológico". Y ahí está e
Hay una enfermedad silenciosa en el mundo empresarial, y no la encuentras en los reportes financieros. Se llama sobredimensionamiento tecnológico, y es más común de lo que crees. Empresas que pagan
La columna vertebral de cualquier ecosistema digital moderno no es una base de datos ni un frontend reluciente: son sus APIs. En el mundo Enterprise, las interfaces de programación de aplicaciones (AP
MCP servers are fragile. A server can be listed on Smithery with glowing docs but be completely dead — returning 502s or timing out. I checked 50+ random MCP endpoints and 52% were unreachable. MCP H
Designing Idempotent Bulk Import Pipelines (E.164, VIN, and the Rest) Bulk imports are a special category of pain. You give the user a CSV uploader, they hand you a file, and your job is to
I kept Googling "X vs Y" and getting the same SEO-spam listicles that say nothing useful. So I built Simily — type any two things and get an actual AI-powered breakdown. What it does Ca
There's a pattern I keep seeing. A developer spends real time writing a useful technical post — not SEO fluff, actual useful content — it gets indexed, and then they search for the exact topic it cove
Hey everyone, RocketSquirrel here. I am building x509Lab, a browser-based GUI tool for visualizing and testing X.509 certificate chains. In the previous versions, clicking the 'Verify Chain' button