Posted by the RagLeap team — building RagLeap, a private-server AI business platform When we started building RagLeap, the easiest path was obvious: spin up an API, connect to OpenAI, store everything in a managed cloud database, and ship fast. The Problem Nobody Talks About You upload your documents, customer data, order history It works. But ask yourself: where is your data right now? What Our U
In Q3 2024, we replaced Docker Desktop with Podman 5 across 1000 developer laptops at a Fortune 500 fintech firm. The result: a 72% reduction in container escape vulnerabilities, 40% faster local build times, and $1.2M annual savings in licensing and incident response costs. This is the unvarnished retrospective. Specsmaxxing – On overcoming AI psychosis, and why I write specs in YAML (83 points
Introduction Modern .NET applications are increasingly distributed, integrating APIs, background services, and external AI systems. With the rise of AI coding tools such as GitHub Copilot and frameworks like the Microsoft Agent Framework, developers can now generate large portions of application logic. This raises a question: When AI can generate much of the code, what becomes the core responsibil
My project is starting to get solid. I really like how it’s starting to look. Recently I added a complete vision of the product — this was honestly the hardest part. I’m trying to keep everything minimalistic. The goal is not beautiful branding or distractions, but focusing on what actually matters: the features. As I mentioned, here are the features: Capture HTTP requests & responses Inspect head
The "Deploy" button is not a self-destruct mechanism for your career, despite what your brain screams. We’ve all been there: you’ve poured hours into a project, the code is (mostly) working locally, and then you stare at that final, terrifying button. The one that says "Deploy". It's a mental roadblock, a sudden surge of "what ifs" that can paralyze even experienced developers. But here's the secr
AI. It's the buzzword on everyone's lips, the technology promising to revolutionize… well, everything. And, predictably, it's met with a healthy dose of skepticism, if not outright disdain. "It's unreliable," some say. "It hallucinates," others lament. "It's a crutch for those who don't understand the real work." Sound familiar? It should. Because this isn't the first time humanity has grappled wi
How to Avoid Losses in a Bear Market: A Crypto Trader's Survival Guide Here's a number most traders don't want to hear: over the last 51 days of continuous market monitoring, 93% of the time the crypto market was classified as bearish. Not choppy. Not neutral. Bearish. That data comes from 10,000+ market snapshots taken every five minutes by the Regime API, scoring 10 weighted signals across fun
Best Crypto Trading Bot API in 2026: Binance, CoinGecko, CoinGlass, and Regime Compared Building a crypto trading bot in 2026 means choosing from dozens of APIs. Some give you raw market data. Some give you derivatives analytics. Very few tell you whether you should actually be trading right now. This guide compares the four APIs that matter most for bot builders: Binance, CoinGecko, CoinGlass,