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It’s collaborative, it’s highly efficient, and everyone is having a great time building incredible things together. Until someone whizzes in the water. We’ve all seen or heard of the childhood "indicator dye" that turns bright blue the exact moment someone contaminates the pool. In the real world of
GitHub: Arul1998/hackerrank-orchestrate-solution Insurance and warranty claims appear straightforward: customers describe the issue and upload photos. In reality, evidence is often incomplete, contradictory, or even intentionally misleading. Building an AI system that produces consistent, explainabl
This is part 2 of our authentication and authorization series. In the previous part, we implemented an authentication system from scratch in Golang with Gin and PostgreSQL. Now in this part, we will go further and see how we can implement authorization in our system. The requirements to follow along
If you're building a Chrome extension that works with AI chat platforms — prompt injection, session export, UI customization — you need to know which platform the user is on before you do anything. A content script that injects a prompt into ChatGPT's textarea will silently fail on Claude, which has
Everyone is building AI assistants. Most of them work well during a single conversation. The moment you start a new chat, they forget everything. A real personal assistant should remember. It should know what you’re working on, recall decisions from last week, connect information across meetings, em
Most credit-risk tutorials stop at "train a classifier to predict default." That is maybe a fifth of what a real credit-risk function does, and not the interesting fifth. So I built the rest, on 1.35 million real loans, as three connected projects: an IFRS 9 expected credit loss engine (PD, LGD, EAD
El título suena a regaño, pero es una realidad que he visto repetirse: software que crece sin medirse desde el inicio termina siendo imposible de mantener. Es como un niño que nunca va al médico, todo parece bien hasta que no lo está, y entonces ya es tarde para prevenir. El software debería medirse
A managed Kubernetes cluster on AWS starts at ~$73/month, just the control plane, before you run anything on it. Add a load balancer, a managed Postgres instance, and a few worker nodes and you're at $300-400/month before your first tenant deploys. I run a multi-tenant deployment platform on a singl
“Studying the heliosphere is like solving a cosmic puzzle.”
How I Found the Best AI Coding Model Without Going Broke So here's the thing. I just finished a coding bootcamp a few months ago, and I was riding that high of "I can build anything!" Then I tried to ship my first real project and immediately ran into walls. I needed help. I needed AI. But every tim
JD Power’s annual report on new-car quality found that infotainment issues remain one of drivers’ biggest sources of frustration.
At least for this session, the Stop Killing Games campaign has hit a wall in the California Senate.
I’ve been diving deep into the world of local development lately, and let me tell you, it's been quite the journey. There’s something oddly exhilarating about setting up a new environment, testing out frameworks, and watching your code come to life. But recently, I stumbled across a model that's got
I got a comment on the last post that I want to answer properly, because it gets at the real question. They agreed that memory adherence is a systems problem and not just a prompting problem, then asked whether I had tested the approach across model families (GPT, Claude, Gemini) and seen meaningful
After a short public preview, AWS on Tuesday made its Amazon WorkSpaces for Agents — which you should definitely not The post AWS launches a desktop for agents appeared first on The New Stack.
Organizations are rapidly building AI applications, deploying AI agents, and scaling Azure environments faster than ever before. As AI initiatives accelerate and the volume of code expands, many organizations discover they have lost visibility into the infrastructure supporting those workloads. Reso
Every other day, headlines come your way saying AI scalped yet another thousand heads in big tech. For an average IT person, the anxiety is understandable because of how opinions around you have been circulating recently. Unemployment, mass rejections, and low demand for high supply is what’s making
X has launched a hosted Model Context Protocol server that lets AI tools like Claude, Cursor, and Grok Build connect directly to its API using a user’s own account permissions. The move eliminates the integration work developers previously had to do on their own, from building a custom MCP server to
AI chip startup Etched has raised $800 million and revealed that its backers include trading firm Jane Street and VentureTech Alliance, a venture firm with a strategic partnership with TSMC. The company, which designs chips specifically for running AI models rather than training them, says it has si
Amazon built Prime Day to keep shoppers inside its own marketplace. This year, AI shopping sent its best customers in from outside: a chatbot made the recommendation. US shoppers spent a record $26.4bn across retail sites during the four-day Prime Day event, according to Adobe Analytics. The more in
