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A post-mortem, not a flex. I ran a symmetric long/short strategy on Hyperliquid perps for 47 days and the numbers forced me to kill shorting entirely.
19 Virtual Jobs Where You Don't Need to Leave the House The rise of remote work has revolutionized the way we approach our careers, providi
Master FastAPI: Develop High-Performance APIs with Python 2025 As we move into 2026, the demand for lightweight, high-speed backend service
Building a Dynamic Dashboard with Flask, Jinja2, HTML, CSS, and JavaScript Dashboards are one of the most common and valuable interfaces in
How to Extract OTP Codes with AI Agents — One API Call Every AI agent hits the same wall: email verification. 80% of online services require an OTP t
I've been working on pump.fun token sniper bot (solana) for a while and wanted to share what I learned. The problem Snipe new token launch
The assumption most engineers make We often assume the internet is consistent. Same URL → same response. But in reality: That assumptio
In a machine learning pipeline, the quality of feature engineering directly determines the prediction ceiling of the final model. However, as data sca
TAGS: system-design, distributed-systems, fintech, reliability-engineering Most engineers have heard of "fail-safe" design. Circuit breakers trip.
Ollama acaba de agregar soporte nativo para herramientas en más modelos y la comunidad está celebrando. Yo también lo usé, lo defiendo en Twitter cuan
A merchant friend of mine runs a small Shopify store selling mechanical keyboards. Last spring, he messaged me in a panic. Overnight, 47 orders had go
Static RAG is great… until your data gets old. I built a lightweight real-time pipeline in Python: → query search engine via API → extract top resu
How do you turn a Playwright script into a reliable scraping worker for Kubernetes? I walk through a real setup with: — Bright Data Browser API for
Genericagent – Python Project: Complete Project Ideas Guide (2026) Discover 10 amazing Genericagent – Python Project project ideas for beg
I Wrote a .env Linter from Scratch — Here Are the 9 Rules That Actually Matter A stdlib-only Python CLI that catches the .env mistakes you
Your Pipeline Is 18.3h Behind: Catching Sustainability Sentiment Leads with Pulsebit We just spotted something intriguing: a 24h momentum s
Your Pipeline Is 18.5h Behind: Catching Blockchain Sentiment Leads with Pulsebit We recently observed a striking anomaly: a 24h momentum sp
Building a strict INI parser from scratch in Python — no configparser allowed ini-parser config.ini — a Python CLI that parses INI files i
Most MCP trust scoring today is static: did the repo publish a schema, is there a README, does the org look reputable. That catches zero runtime failu
I've been working on complete trading bot suite (all bots + agent + dashboard) for a while and wanted to share what I learned. The problem