
I Built a Real AI Chatbot With AWS Bedrock and Python in 30 Minutes
No OpenAI API key needed. No expensive subscriptions. Just AWS and Python. Why I Built This Everyone is talking about AI chatbots. But every tutorial...

No OpenAI API key needed. No expensive subscriptions. Just AWS and Python. Why I Built This Everyone is talking about AI chatbots. But every tutorial...
When I started my Data Science Bootcamp at WBS Coding School, the terms data pipeline and ETL sounded abstract and intimidating. I… Continue reading o...

Today’s Issue: OpenAI Acquires Astral, Rust Maintainers Go Full Philosophical About AI Again, and dial9 Sneaks Telemetry Into Tokio Like… Continue rea...

Generation 0 was garbage. Thirty randomly generated trading strategies, each a different combination of RSI thresholds, MACD weights, stop-loss percen...

I spent the better part of six months trying to make Deep Reinforcement Learning work for stock trading. PPO, SAC, A2C — I tried them all. Tweaked rew...
First they compromised Trivy. Then they compromised Checkmarx. Then they used those stolen keys to hijack LiteLLM and steal your AWS… Continue reading...

A few weeks ago, I published a build diary about porting OpenAI's Symphony to Claude Code. That piece was about getting the machine to exist. This one...
Most MCP servers ship with exactly one test: a developer typing a prompt into Claude and checking if the output looks right. That is not testing. That...

I needed to swap 0.003 ETH (on Base) to MYST tokens (on Polygon) for an AI agent I was building. Simple enough, right? Two hours later, I had manually...

Picture this: it is 2 AM and production is down. Your team is pinging you. You know the app is deployed somewhere on AWS — but you manage… Continue re...

When Llama 4 dropped in April 2025, the headline was the 10-million-token context window. Understandable — that’s a big number. Continue reading on Me...

Rock-Paper-Scissors is a fun and easy-to-learn game. It’s a good dispute resolution tool between two friends who can’t agree on something… Continue re...
Day 12: The Karma of RAM — Memory Mastery & CPython Internals 40 min read Series: Logic & Legacy Day 12 / 30 Level: Senior Architecture ⏳ Prerequisite...

Everyone builds a crypto bot at some point. Most lose money. Mine didn't — but not for the reasons I expected. After 101 trades and 83 days of backtes...

💡 You can't see bad structure. You only see its symptoms: missed deadlines, production escapes, exhausted teams. You join a project. No test plans. N...

A no-nonsense guide to N-gram models and Bigrams for people who want to actually understand NLP from scratch. Continue reading on Medium »

When you first train a machine learning model and see 90% accuracy, it’s tempting to celebrate. After all, 9 out of 10 predictions are… Continue readi...

Today I would like to build simple A.I. app from pure open source software. Continue reading on Medium »

Asaba Jumah Biography: Rising Ugandan Actor and Author Expanding into Film and Digital Media Continue reading on Medium »
Article URL: https://www.swift.org/blog/swift-6.3-released/ Comments URL: https://news.ycombinator.com/item?id=47527590 Points: 13 # Comments: 1
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