Self-Improving Python Scripts with LLMs: My Journey
As a developer, I've always been fascinated by the concept of self-improving code. Recently, I've been experimenting with using Large Language Models...
RTT Enjoy6d ago
As a developer, I've always been fascinated by the concept of self-improving code. Recently, I've been experimenting with using Large Language Models...
Humans are not being replaced — they are becoming more powerful by designing systems that work for them Continue reading on Medium »
AI agents are pretty good at deciding what should happen next, given a well-defined business workflow. In the case of a customer support agent, for ex...
LangChain is the most popular framework for building LLM-powered applications. It connects LLMs to your data, APIs, and tools. What You Get for Free C...
Have you ever stared at your dog doing something weird and thought: "Is this normal, or should I be worried?" That question sent me down a rabbit hole...
LlamaIndex is the leading data framework for building RAG (Retrieval-Augmented Generation) applications. It connects your data to LLMs with minimal co...
So I decided to build something with it. I combined together python project around multi-asset volatility analysis evolving. I also pulled… Continue r...
Flask is a lightweight Python web framework. It gives you routing, templating, and a dev server — then gets out of your way. What You Get for Free Min...
Django is the most popular Python web framework, used by Instagram, Mozilla, Pinterest, and NASA. It follows the batteries-included philosophy. What Y...
Chains follow a script. Agents improvise. Here’s how to build an AI that figures out what to do next on its own. Continue reading on Medium »
SlopCodeBench: New HuggingFace Paper Shows AI Coding Agents Degrade — Here's How to Track It via API A new paper just dropped on HuggingFace that ever...
AI Agent Observability Is the Next Big Thing — Build It Today A new Python library called backstep just appeared on PyPI . It does one thing: records...
You don’t need a maths degree but skipping these fundamentals will silently break your models, your APIs, and your intuitions about data. Continue rea...
Three titles. Three roles. Three completely different skill sets. Here’s the honest breakdown every developer and career-switcher needs… Continue read...
Celery processes millions of tasks per day with automatic retries, scheduling, and distributed workers. The standard for Python background processing....
LangChain connects LLMs to your data, tools, and APIs. RAG, agents, chains, and memory — the building blocks for AI applications beyond simple chat. B...
TL;DR Engineering is often the art of managing the "unhappy path." This week was a testament to that philosophy. With 74 commits, 2 PRs, 3 issues, and...
I built an online tool that automatically detects and bleeps profanity in video and audio files. Here's the high-level architecture. The problem Manua...
What is LCM? The Least Common Multiple (LCM) of two numbers is the smallest number that is divisible by both numbers. Example: LCM of 3 and 10 = 30 Be...
In the world of data science, more data doesn’t always mean better insights. In fact, having too many variables can make your models… Continue reading...
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